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147        <h1 class="post-title">Publications</h1>
148        <p class="post-description">✉️ represents corresponding author.</p>
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151    <article>
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164                    <h2 class="year">2023</h2>
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177<div id="yu2022" class="col-sm-9">
178    <div class="title">Learning to See Through with Events</div>
179    <div class="author">  
180        
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186                  <b>Yu Lei ✉️,</b> 
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196                  <font color="#808080">Zhang Xiang</font>,
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206                  <font color="#808080">Liao Wei</font>,
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216                  <font color="#808080">Yang Wen</font>,
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226                <font color="#808080">and Xia Gui-Song</font>
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233      <div class="periodical">
234      
235        <em>IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI), </em>
236      
237      
238        2023
239      
240      </div>
241
242
243    <div class="highlight">
244      
245        🔥 <font color="#FF0000"><b>Top Journal!</b></font>
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253        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
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256      <a href="https://ieeexplore.ieee.org/document/9973388" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
257    
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260      <a href="https://arxiv.org/abs/2212.02219" class="btn btn-sm z-depth-0" role="button" target="_blank">PDF</a>
261      
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266      <a href="https://github.com/dvs-whu/E-SAI" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
267    
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269      <a href="https://drive.google.com/file/d/19SnoRfVgvKlUspAyzbBhtXszXkh5NsbS/view?usp=sharing" class="btn btn-sm z-depth-0" role="button" target="_blank">Dataset</a>
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282        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2022</span><span class="p">,</span>
283  <span class="na">title</span> <span class="p">=</span> <span class="s">{Learning to See Through with Events}</span><span class="p">,</span>
284  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Zhang, Xiang and Liao, Wei and Yang, Wen and Xia, Gui-Song}</span><span class="p">,</span>
285  <span class="na">year</span> <span class="p">=</span> <span class="s">{2023}</span><span class="p">,</span>
286  <span class="na">
286journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI)}</span><span class="p">,</span>
287  <span class="na">dataset</span> <span class="p">=</span> <span class="s">{https://drive.google.com/file/d/19SnoRfVgvKlUspAyzbBhtXszXkh5NsbS/view?usp=sharing}</span>
288<span class="p">}</span></code></pre></figure>
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307<div id="yu2022a" class="col-sm-9">
308    <div class="title">Spiking Sparse Recovery with Non-convex Penalties</div>
309    <div class="author">  
310        
311          
312          
313          
314            
315              
316                  <font color="#808080">Zhang Xiang</font>,
317              
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326                  <b>Yu Lei ✉️,</b> 
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336                  <font color="#808080">Zheng Gang</font>,
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346                <font color="#808080">and Eldar Yonina</font>
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354      
355        <em>IEEE Transactions on Signal Processing, </em>
356      
357      
358        2023
359      
360      </div>
361
362
363    <div class="highlight">
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390        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2022a</span><span class="p">,</span>
391  <span class="na">title</span> <span class="p">=</span> <span class="s">{Spiking Sparse Recovery with Non-convex Penalties}</span><span class="p">,</span>
392  <span class="na">author</span> <span class="p">=</span> <span class="s">{Zhang, Xiang and Yu, Lei and Zheng, Gang and Eldar, Yonina}</span><span class="p">,</span>
393  <span class="na">year</span> <span class="p">=</span> <span class="s">{2023}</span><span class="p">,</span>
394  <span class="na">journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Signal Processing}</span>
395<span class="p">}</span></code></pre></figure>
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414<div id="yu2022b" class="col-sm-9">
415    <div class="title">Learning to Super-Resolve Blurry Images with Events</div>
416    <div class="author">  
417        
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423                  <b>Yu Lei ✉️,</b> 
424              
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433                  <font color="#808080">Wang Bishan</font>,
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443                  <font color="#808080">Zhang Xiang</font>,
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453                  <font color="#808080">Zhang Haijian</font>,
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463                  <font color="#808080">Yang Wen</font>,
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473                  <font color="#808080">Liu Jianzhuang</font>,
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483                <font color="#808080">and Xia Guisong</font>
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490      <div class="periodical">
491      
492        <em>IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI), </em>
493      
494      
495        2023
496      
497      </div>
498
499
500    <div class="highlight">
501      
502        🔥 <font color="#FF0000"><b>Top Journal</b></font>
503      
504    </div>
505
506    <div class="links">
507    
508    
509    
510        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
511    
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516    
517      <a href="https://github.com/ShinyWang33/eSL-Net-Plusplus/" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
518    
519    
520    
521    
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524
525    <!-- Hidden abstract block -->
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528    <!-- Hidden bibtex block -->
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530      <div class="bibtex hidden">
531        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2022b</span><span class="p">,</span>
532  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Wang, Bishan and Zhang, Xiang and Zhang, Haijian and Yang, Wen and Liu, Jianzhuang and Xia, Guisong}</span><span class="p">,</span>
533  <span class="na">
533journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI)}</span><span class="p">,</span>
534  <span class="na">number</span> <span class="p">=</span> <span class="s">{0}</span><span class="p">,</span>
535  <span class="na">title</span> <span class="p">=</span> <span class="s">{Learning to Super-Resolve Blurry Images with Events}</span><span class="p">,</span>
536  <span class="na">volume</span> <span class="p">=</span> <span class="s">{0}</span><span class="p">,</span>
537  <span class="na">year</span> <span class="p">=</span> <span class="s">{2023}</span>
538<span class="p">}</span></code></pre></figure>
539      </div>
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541 
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553    <img class="img-fluid" src="/assets/img/imgs_pub/e-enf.png" />
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556
557<div id="xu2023seeing" class="col-sm-9">
558    <div class="title">"Seeing" Electric Network Frequency From Events</div>
559    <div class="author">  
560        
561          
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564            
565              
566                  <font color="#808080">Xu Lexuan</font>,
567              
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576                  <font color="#808080">Hua Guang</font>,
577              
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586                  <font color="#808080">Zhang Haijian</font>,
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596                  <b>Yu Lei ✉️,</b> 
597              
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606                <font color="#808080">and Qiao Ning</font>
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611      </div>
612
613      <div class="periodical">
614      
615        <em>In CVPR, </em>
616      
617      
618        2023
619      
620      </div>
621
622
623    <div class="highlight">
624      
625        🔥 <font color="#FF0000"><b>First work on event-based ENF estimation!</b></font>
626      
627    </div>
628
629    <div class="links">
630    
631    
632    
633        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
634    
635    
636      <a href="https://xlx-creater.github.io/E-ENF/" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
637    
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647
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654        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">xu2023seeing</span><span class="p">,</span>
655  <span class="na">title</span> <span class="p">=</span> <span class="s">{"Seeing" Electric Network Frequency From Events}</span><span class="p">,</span>
656  <span class="na">author</span> <span class="p">=</span> <span class="s">{Xu, Lexuan and Hua, Guang and Zhang, Haijian and Yu, Lei and Qiao, Ning}</span><span class="p">,</span>
657  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR}</span><span class="p">,</span>
658  <span class="na">pages</span> <span class="p">=</span> <span class="s">{18022--18031}</span><span class="p">,</span>
659  <span class="na">year</span> <span class="p">=</span> <span class="s">{2023}</span>
660<span class="p">}</span></code></pre></figure>
661      </div>
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678
679<div id="Xu_2023_CVPR" class="col-sm-9">
680    <div class="title">Dynamic Coarse-To-Fine Learning for Oriented Tiny Object Detection</div>
681    <div class="author">  
682        
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686            
687              
688                  <font color="#808080">Xu Chang</font>,
689              
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698                  <font color="#808080">Ding Jian</font>,
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708                  <font color="#808080">Wang Jinwang</font>,
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718                  <font color="#808080">Yang Wen</font>,
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728                  <font color="#808080">Yu Huai</font>,
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738                  <b>Yu Lei ✉️,</b> 
739              
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748                <font color="#808080">and Xia Gui-Song</font>
749              
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753      </div>
754
755      <div class="periodical">
756      
757        <em>In CVPR, </em>
758      
759      
760        2023
761      
762      </div>
763
764
765    <div class="highlight">
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769    <div class="links">
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791      <div class="bibtex hidden">
792        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">Xu_2023_CVPR</span><span class="p">,</span>
793  <span class="na">author</span> <span class="p">=</span> <span class="s">{Xu, Chang and Ding, Jian and Wang, Jinwang and Yang, Wen and Yu, Huai and Yu, Lei and Xia, Gui-Song}</span><span class="p">,</span>
794  <span class="na">title</span> <span class="p">=</span> <span class="s">{Dynamic Coarse-To-Fine Learning for Oriented Tiny Object Detection}</span><span class="p">,</span>
795  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR}</span><span class="p">,</span>
796  <span class="na">year</span> <span class="p">=</span> <span class="s">{2023}</span><span class="p">,</span>
797  <span class="na">pages</span> <span class="p">=</span> <span class="s">{7318-7328}</span>
798<span class="p">}</span></code></pre></figure>
799      </div>
800    
801 
802  </div>
803</div>
804</li>
805<li>
806  
807
808
809
810
811<div class="row">
812  <div class="col-sm-3">
813    <img class="img-fluid" src="/assets/img/imgs_pub/ICCV-overview.jpg" />
814  
815  </div>
816
817<div id="Zhang2023" class="col-sm-9">
818    <div class="title">Generalizing Event-Based Motion Deblurring in Real-World Scenarios</div>
819    <div class="author">  
820        
821          
822          
823          
824            
825              
826                  <font color="#808080">Zhang Xiang</font>,
827              
828            
829          
830        
831          
832          
833          
834            
835              
836                  <b>Yu Lei ✉️,</b> 
837              
838            
839          
840        
841          
842          
843          
844            
845              
846                  <font color="#808080">Yang Wen</font>,
847              
848            
849          
850        
851          
852          
853          
854            
855              
856                  <font color="#808080">Liu Jianzhuang</font>,
857              
858            
859          
860        
861          
862          
863          
864            
865              
866                <font color="#808080">and Xia Gui-Song</font>
867              
868            
869          
870        
871      </div>
872
873      <div class="periodical">
874      
875        <em>In ICCV, </em>
876      
877      
878        2023
879      
880      </div>
881
882
883    <div class="highlight">
884      
885    </div>
886
887    <div class="links">
888    
889    
890    
891        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
892    
893    
894      <a href="https://github.com/xiangz-0/gem" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
895    
896    
897    
898    
899    
900    
901    
902    
903    
904    </div>
905
906    <!-- Hidden abstract block -->
907    
908
909    <!-- Hidden bibtex block -->
910    
911      <div class="bibtex hidden">
912        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">Zhang2023</span><span class="p">,</span>
913  <span class="na">author</span> <span class="p">=</span> <span class="s">{Zhang, Xiang and Yu, Lei and Yang, Wen and Liu, Jianzhuang and Xia, Gui-Song}</span><span class="p">,</span>
914  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{ICCV}</span><span class="p">,</span>
915  <span class="na">title</span> <span class="p">=</span> <span class="s">{Generalizing Event-Based Motion Deblurring in Real-World Scenarios}</span><span class="p">,</span>
916  <span class="na">year</span> <span class="p">=</span> <span class="s">{2023}</span>
917<span class="p">}</span></code></pre></figure>
918      </div>
919    
920 
921  </div>
922</div>
923</li></ol> 
924                    <h2 class="year">2022</h2>
925                    <ol class="bibliography"><li>
926  
927
928
929
930
931<div class="row">
932  <div class="col-sm-3">
933    <img class="img-fluid" src="/assets/img/efsai.png" />
934  
935  </div>
936
937<div id="Liao2022" class="col-sm-9">
938    <div class="title">Synthetic aperture imaging with events and frames</div>
939    <div class="author">  
940        
941          
942          
943          
944            
945              
946                  <font color="#808080">Liao Wei</font>,
947              
948            
949          
950        
951          
952          
953          
954            
955              
956                  <font color="#808080">Zhang Xiang</font>,
957              
958            
959          
960        
961          
962          
963          
964            
965              
966                  <b>Yu Lei ✉️,</b> 
967              
968            
969          
970        
971          
972          
973          
974            
975              
976                  <font color="#808080">Lin Shijie</font>,
977              
978            
979          
980        
981          
982          
983          
984            
985              
986                  <font color="#808080">Yang Wen</font>,
987              
988            
989          
990        
991          
992          
993          
994            
995              
996                <font color="#808080">and Qiao Ning</font>
997              
998            
999          
1000        
1001      </div>
1002
1003      <div class="periodical">
1004      
1005        <em>In CVPR, </em>
1006      
1007      
1008        2022
1009      
1010      </div>
1011
1012
1013    <div class="highlight">
1014      
1015        🔥 <font color="#FF0000"><b>A new SAI method by fusing events and frames.</b></font>
1016      
1017    </div>
1018
1019    <div class="links">
1020    
1021    
1022    
1023        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
1024    
1025    
1026    
1027    
1028    
1029    
1030      <a href="https://github.com/smjsc/EF-SAI" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
1031    
1032    
1033    
1034    
1035    
1036    </div>
1037
1038    <!-- Hidden abstract block -->
1039    
1040
1041    <!-- Hidden bibtex block -->
1042    
1043      <div class="bibtex hidden">
1044        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">Liao2022</span><span class="p">,</span>
1045  <span class="na">title</span> <span class="p">=</span> <span class="s">{Synthetic aperture imaging with events and frames}</span><span class="p">,</span>
1046  <span class="na">author</span> <span class="p">=</span> <span class="s">{Liao, Wei and Zhang, Xiang and Yu, Lei and Lin, Shijie and Yang, Wen and Qiao, Ning}</span><span class="p">,</span>
1047  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR}</span><span class="p">,</span>
1048  <span class="na">year</span> <span class="p">=</span> <span class="s">{2022}</span>
1049<span class="p">}</span></code></pre></figure>
1050      </div>
1051    
1052 
1053  </div>
1054</div>
1055</li>
1056<li>
1057  
1058
1059
1060
1061
1062<div class="row">
1063  <div class="col-sm-3">
1064    <img class="img-fluid" src="/assets/img/autofocus.png" />
1065  
1066  </div>
1067
1068<div id="Lin2022" class="col-sm-9">
1069    <div class="title">Autofocus for event cameras</div>
1070    <div class="author">  
1071        
1072          
1073          
1074          
1075            
1076              
1077                  <font color="#808080">Lin Shijie</font>,
1078              
1079            
1080          
1081        
1082          
1083          
1084          
1085            
1086              
1087                  <font color="#808080">Zhang Y</font>,
1088              
1089            
1090          
1091        
1092          
1093          
1094          
1095            
1096              
1097                  <b>Yu Lei,</b> 
1098              
1099            
1100          
1101        
1102          
1103          
1104          
1105            
1106              
1107                  <font color="#808080">Zhou B.</font>,
1108              
1109            
1110          
1111        
1112          
1113          
1114          
1115            
1116              
1117                  <font color="#808080">Luo X.</font>,
1118              
1119            
1120          
1121        
1122          
1123          
1124          
1125            
1126              
1127                <font color="#808080">and Pan Jian</font>
1128              
1129            
1130          
1131        
1132      </div>
1133
1134      <div class="periodical">
1135      
1136        <em>In CVPR, </em>
1137      
1138      
1139        2022
1140      
1141      </div>
1142
1143
1144    <div class="highlight">
1145      
1146        🔥 <font color="#FF0000"><b>Oral paper</b></font>
1147      
1148    </div>
1149
1150    <div class="links">
1151    
1152    
1153      <a href="http://arxiv.org/abs/2203.12321" class="btn btn-sm z-depth-0" role="button" target="_blank">arXiv</a>
1154    
1155    
1156        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
1157    
1158    
1159    
1160    
1161    
1162    
1163      <a href="https://eleboss.github.io/eaf_webpage/" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
1164    
1165    
1166    
1167    
1168    
1169    </div>
1170
1171    <!-- Hidden abstract block -->
1172    
1173
1174    <!-- Hidden bibtex block -->
1175    
1176      <div class="bibtex hidden">
1177        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">Lin2022</span><span class="p">,</span>
1178  <span class="na">title</span> <span class="p">=</span> <span class="s">{Autofocus for event cameras}</span><span class="p">,</span>
1179  <span class="na">author</span> <span class="p">=</span> <span class="s">
1179{Lin, Shijie and Zhang, Y and Yu, Lei and Zhou, B. and Luo, X. and Pan, Jian}</span><span class="p">,</span>
1180  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR}</span><span class="p">,</span>
1181  <span class="na">year</span> <span class="p">=</span> <span class="s">{2022}</span>
1182<span class="p">}</span></code></pre></figure>
1183      </div>
1184    
1185 
1186  </div>
1187</div>
1188</li>
1189<li>
1190  
1191
1192
1193
1194
1195<div class="row">
1196  <div class="col-sm-3">
1197    <img class="img-fluid" src="/assets/img/evdi.png" />
1198  
1199  </div>
1200
1201<div id="Zhang2022" class="col-sm-9">
1202    <div class="title">Unifying motion deblurring and frame interpolation with events</div>
1203    <div class="author">  
1204        
1205          
1206          
1207          
1208            
1209              
1210                  <font color="#808080">Zhang Xiang</font>,
1211              
1212            
1213          
1214        
1215          
1216          
1217          
1218            
1219              
1220                    and <b>Yu Lei ✉️</b>
1221              
1222            
1223          
1224        
1225      </div>
1226
1227      <div class="periodical">
1228      
1229        <em>In CVPR, </em>
1230      
1231      
1232        2022
1233      
1234      </div>
1235
1236
1237    <div class="highlight">
1238      
1239        🔥 <font color="#FF0000"><b>Self-supervised EVDI</b></font>
1240      
1241    </div>
1242
1243    <div class="links">
1244    
1245    
1246      <a href="http://arxiv.org/abs/2203.12178" class="btn btn-sm z-depth-0" role="button" target="_blank">arXiv</a>
1247    
1248    
1249        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
1250    
1251    
1252    
1253    
1254    
1255    
1256      <a href="https://github.com/XiangZ-0/EVDI" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
1257    
1258    
1259    
1260    
1261    
1262    </div>
1263
1264    <!-- Hidden abstract block -->
1265    
1266
1267    <!-- Hidden bibtex block -->
1268    
1269      <div class="bibtex hidden">
1270        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">Zhang2022</span><span class="p">,</span>
1271  <span class="na">title</span> <span class="p">=</span> <span class="s">{Unifying motion deblurring and frame interpolation with events}</span><span class="p">,</span>
1272  <span class="na">author</span> <span class="p">=</span> <span class="s">{Zhang, Xiang and Yu, Lei}</span><span class="p">,</span>
1273  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR}</span><span class="p">,</span>
1274  <span class="na">year</span> <span class="p">=</span> <span class="s">{2022}</span>
1275<span class="p">}</span></code></pre></figure>
1276      </div>
1277    
1278 
1279  </div>
1280</div>
1281</li>
1282<li>
1283  
1284
1285
1286
1287
1288<div class="row">
1289  <div class="col-sm-3">
1290    <img class="img-fluid" src="/assets/img/imgs_pub/bonai.png" />
1291  
1292  </div>
1293
1294<div id="wang2022" class="col-sm-9">
1295    <div class="title">Learning to Extract Building Footprints from Off-Nadir Aerial Images</div>
1296    <div class="author">  
1297        
1298          
1299          
1300          
1301            
1302              
1303                  <font color="#808080">Wang Jinwang</font>,
1304              
1305            
1306          
1307        
1308          
1309          
1310          
1311            
1312              
1313                  <font color="#808080">Meng L.</font>,
1314              
1315            
1316          
1317        
1318          
1319          
1320          
1321            
1322              
1323                  <font color="#808080">Li W.</font>,
1324              
1325            
1326          
1327        
1328          
1329          
1330          
1331            
1332              
1333                  <font color="#808080">Yang Wen</font>,
1334              
1335            
1336          
1337        
1338          
1339          
1340          
1341            
1342              
1343                  <b>Yu Lei,</b> 
1344              
1345            
1346          
1347        
1348          
1349          
1350          
1351            
1352              
1353                <font color="#808080">and Xia Gui-Song</font>
1354              
1355            
1356          
1357        
1358      </div>
1359
1360      <div class="periodical">
1361      
1362        <em>IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI), </em>
1363      
1364      
1365        2022
1366      
1367      </div>
1368
1369
1370    <div class="highlight">
1371      
1372        🔥 <font color="#FF0000"><b>Top Journal</b></font>
1373      
1374    </div>
1375
1376    <div class="links">
1377    
1378    
1379    
1380        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
1381    
1382    
1383      <a href="https://ieeexplore.ieee.org/document/9743742" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
1384    
1385    
1386    
1387    
1388    
1389    
1390    
1391    
1392    
1393    </div>
1394
1395    <!-- Hidden abstract block -->
1396    
1397
1398    <!-- Hidden bibtex block -->
1399    
1400      <div class="bibtex hidden">
1401        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">wang2022</span><span class="p">,</span>
1402  <span class="na">title</span> <span class="p">=</span> <span class="s">{Learning to Extract Building Footprints from Off-Nadir Aerial Images}</span><span class="p">,</span>
1403  <span class="na">
1403journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI)}</span><span class="p">,</span>
1404  <span class="na">author</span> <span class="p">=</span> <span class="s">{Wang, Jinwang and Meng, L. and Li, W. and Yang, Wen and Yu, Lei and Xia, Gui-Song}</span><span class="p">,</span>
1405  <span class="na">year</span> <span class="p">=</span> <span class="s">{2022}</span>
1406<span class="p">}</span></code></pre></figure>
1407      </div>
1408    
1409 
1410  </div>
1411</div>
1412</li>
1413<li>
1414  
1415
1416
1417
1418
1419<div class="row">
1420  <div class="col-sm-3">
1421    <img class="img-fluid" src="/assets/img/imgs_pub/xu2022eccv.png" />
1422  
1423  </div>
1424
1425<div id="xu2022rfla" class="col-sm-9">
1426    <div class="title">RFLA: Gaussian Receptive Field Based Label Assignment for Tiny Object Detection</div>
1427    <div class="author">  
1428        
1429          
1430          
1431          
1432            
1433              
1434                  <font color="#808080">Xu Chang</font>,
1435              
1436            
1437          
1438        
1439          
1440          
1441          
1442            
1443              
1444                  <font color="#808080">Wang Jinwang</font>,
1445              
1446            
1447          
1448        
1449          
1450          
1451          
1452            
1453              
1454                  <font color="#808080">Yang Wen</font>,
1455              
1456            
1457          
1458        
1459          
1460          
1461          
1462            
1463              
1464                  <font color="#808080">Yu Huai</font>,
1465              
1466            
1467          
1468        
1469          
1470          
1471          
1472            
1473              
1474                  <b>Yu Lei,</b> 
1475              
1476            
1477          
1478        
1479          
1480          
1481          
1482            
1483              
1484                <font color="#808080">and Xia Gui-Song</font>
1485              
1486            
1487          
1488        
1489      </div>
1490
1491      <div class="periodical">
1492      
1493        <em>In European Conference on Computer Vision, </em>
1494      
1495      
1496        2022
1497      
1498      </div>
1499
1500
1501    <div class="highlight">
1502      
1503    </div>
1504
1505    <div class="links">
1506    
1507    
1508    
1509        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
1510    
1511    
1512    
1513    
1514    
1515    
1516      <a href="https://github.com/Chasel-Tsui/mmdet-rfla" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
1517    
1518    
1519    
1520    
1521    
1522    </div>
1523
1524    <!-- Hidden abstract block -->
1525    
1526
1527    <!-- Hidden bibtex block -->
1528    
1529      <div class="bibtex hidden">
1530        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">xu2022rfla</span><span class="p">,</span>
1531  <span class="na">title</span> <span class="p">=</span> <span class="s">{RFLA: Gaussian Receptive Field Based Label Assignment for Tiny Object Detection}</span><span class="p">,</span>
1532  <span class="na">author</span> <span class="p">=</span> <span class="s">{Xu, Chang and Wang, Jinwang and Yang, Wen and Yu, Huai and Yu, Lei and Xia, Gui-Song}</span><span class="p">,</span>
1533  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{European Conference on Computer Vision}</span><span class="p">,</span>
1534  <span class="na">pages</span> <span class="p">=</span> <span class="s">{526--543}</span><span class="p">,</span>
1535  <span class="na">year</span> <span class="p">=</span> <span class="s">{2022}</span><span class="p">,</span>
1536  <span class="na">organization</span> <span class="p">=</span> <span class="s">{Springer}</span>
1537<span class="p">}</span></code></pre></figure>
1538      </div>
1539    
1540 
1541  </div>
1542</div>
1543</li></ol> 
1544                    <h2 class="year">2021</h2>
1545                    <ol class="bibliography"><li>
1546  
1547
1548
1549
1550
1551<div class="row">
1552  <div class="col-sm-3">
1553    <img class="img-fluid" src="/assets/img/imgs_pub/derain.jpg" />
1554  
1555  </div>
1556
1557<div id="key" class="col-sm-9">
1558    <div class="title">Single Image Deraining With Continuous Rain Density Estimation</div>
1559    <div class="author">  
1560        
1561          
1562          
1563          
1564            
1565              
1566                  <b>Yu Lei ✉️,</b> 
1567              
1568            
1569          
1570        
1571          
1572          
1573          
1574            
1575              
1576                  <font color="#808080">Wang Bishan</font>,
1577              
1578            
1579          
1580        
1581          
1582          
1583          
1584            
1585              
1586                  <font color="#808080">He Jingwei</font>,
1587              
1588            
1589          
1590        
1591          
1592          
1593          
1594            
1595              
1596                  <font color="#808080">Xia Guisong</font>,
1597              
1598            
1599          
1600        
1601          
1602          
1603          
1604            
1605              
1606                <font color="#808080">and Yang Wen</font>
1607              
1608            
1609          
1610        
1611      </div>
1612
1613      <div class="periodical">
1614      
1615        <em>IEEE Transaction on Multimedia, </em>
1616      
1617      
1618        2021
1619      
1620      </div>
1621
1622
1623    <div class="highlight">
1624      
1625        🔥 <font color="#FF0000"><b>A new deraining method considering rain densities.</b></font>
1626      
1627    </div>
1628
1629    <div class="links">
1630    
1631    
1632    
1633        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
1634    
1635    
1636    
1637    
1638    
1639    
1640      <a href="https://github.com/Achhhe/CODE-Net" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
1641    
1642    
1643    
1644    
1645    
1646    </div>
1647
1648    <!-- Hidden abstract block -->
1649    
1650
1651    <!-- Hidden bibtex block -->
1652    
1653      <div class="bibtex hidden">
1654        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">key</span><span class="p">,</span>
1655  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Wang, Bishan and He, Jingwei and Xia, Guisong and Yang, Wen}</span><span class="p">,</span>
1656  <span class="na">
1656journal</span> <span class="p">=</span> <span class="s">{IEEE Transaction on Multimedia}</span><span class="p">,</span>
1657  <span class="na">number</span> <span class="p">=</span> <span class="s">{0}</span><span class="p">,</span>
1658  <span class="na">title</span> <span class="p">=</span> <span class="s">{Single Image Deraining With Continuous Rain Density Estimation}</span><span class="p">,</span>
1659  <span class="na">volume</span> <span class="p">=</span> <span class="s">{0}</span><span class="p">,</span>
1660  <span class="na">year</span> <span class="p">=</span> <span class="s">{2021}</span>
1661<span class="p">}</span></code></pre></figure>
1662      </div>
1663    
1664 
1665  </div>
1666</div>
1667</li>
1668<li>
1669  
1670
1671
1672
1673
1674<div class="row">
1675  <div class="col-sm-3">
1676    <img class="img-fluid" src="/assets/img/esai_proj/esai_cvpr.jpg" />
1677  
1678  </div>
1679
1680<div id="zhang2021" class="col-sm-9">
1681    <div class="title">Event-based Synthetic Aperture Imaging with a Hybrid Network</div>
1682    <div class="author">  
1683        
1684          
1685          
1686          
1687            
1688              
1689                  <font color="#808080">Zhang Xiang</font>,
1690              
1691            
1692          
1693        
1694          
1695          
1696          
1697            
1698              
1699                  <font color="#808080">Liao Wei</font>,
1700              
1701            
1702          
1703        
1704          
1705          
1706          
1707            
1708              
1709                  <b>Yu Lei ✉️,</b> 
1710              
1711            
1712          
1713        
1714          
1715          
1716          
1717            
1718              
1719                  <font color="#808080">Yang Wen</font>,
1720              
1721            
1722          
1723        
1724          
1725          
1726          
1727            
1728              
1729                <font color="#808080">and Xia Gui-Song</font>
1730              
1731            
1732          
1733        
1734      </div>
1735
1736      <div class="periodical">
1737      
1738        <em>In CVPR, </em>
1739      
1740      
1741        2021
1742      
1743      </div>
1744
1745
1746    <div class="highlight">
1747      
1748        🔥 <font color="#FF0000"><b>Oral, Best Paper Candidate</b></font>
1749      
1750    </div>
1751
1752    <div class="links">
1753    
1754    
1755      <a href="http://arxiv.org/abs/2103.02376v2" class="btn btn-sm z-depth-0" role="button" target="_blank">arXiv</a>
1756    
1757    
1758        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
1759    
1760    
1761    
1762    
1763    
1764    
1765      <a href="https://github.com/dvs-whu/E-SAI" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
1766    
1767    
1768    
1769    
1770      
1771      <a href="https://v.youku.com/v_show/id_XNTE3MzczMzc2MA==.html" class="btn btn-sm z-depth-0" role="button" target="_blank">Slides</a>
1772      
1773    
1774    
1775    </div>
1776
1777    <!-- Hidden abstract block -->
1778    
1779
1780    <!-- Hidden bibtex block -->
1781    
1782      <div class="bibtex hidden">
1783        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">zhang2021</span><span class="p">,</span>
1784  <span class="na">title</span> <span class="p">=</span> <span class="s">{Event-based {Synthetic} {Aperture} {Imaging} with a {Hybrid} {Network}}</span><span class="p">,</span>
1785  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR}</span><span class="p">,</span>
1786  <span class="na">author</span> <span class="p">=</span> <span class="s">{Zhang, Xiang and Liao, Wei and Yu, Lei and Yang, Wen and Xia, Gui-Song}</span><span class="p">,</span>
1787  <span class="na">year</span> <span class="p">=</span> <span class="s">{2021}</span><span class="p">,</span>
1788  <span class="na">pages</span> <span class="p">=</span> <span class="s">{14235--14244}</span>
1789<span class="p">}</span></code></pre></figure>
1790      </div>
1791    
1792 
1793  </div>
1794</div>
1795</li>
1796<li>
1797  
1798
1799
1800
1801
1802<div class="row">
1803  <div class="col-sm-3">
1804    <img class="img-fluid" src="/assets/img/red_iccv21/framework1.png" />
1805  
1806  </div>
1807
1808<div id="xu2021" class="col-sm-9">
1809    <div class="title">Motion Deblurring with Real Events</div>
1810    <div class="author">  
1811        
1812          
1813          
1814          
1815            
1816              
1817                  <font color="#808080">Xu Fang</font>,
1818              
1819            
1820          
1821        
1822          
1823          
1824          
1825            
1826              
1827                  <b>Yu Lei ✉️,</b> 
1828              
1829            
1830          
1831        
1832          
1833          
1834          
1835            
1836              
1837                  <font color="#808080">Wang Bishan</font>,
1838              
1839            
1840          
1841        
1842          
1843          
1844          
1845            
1846              
1847                  <font color="#808080">Yang Wen</font>,
1848              
1849            
1850          
1851        
1852          
1853          
1854          
1855            
1856              
1857                  <font color="#808080">Xia Guisong</font>,
1858              
1859            
1860          
1861        
1862          
1863          
1864          
1865            
1866              
1867                  <font color="#808080">Jia Xu</font>,
1868              
1869            
1870          
1871        
1872          
1873          
1874          
1875            
1876              
1877                  <font color="#808080">Qiao Zhendong</font>,
1878              
1879            
1880          
1881        
1882          
1883          
1884          
1885            
1886              
1887                <font color="#808080">and Liu Jianzhuang</font>
1888              
1889            
1890          
1891        
1892      </div>
1893
1894      <div class="periodical">
1895      
1896        <em>In ICCV, </em>
1897      
1898      
1899        2021
1900      
1901      </div>
1902
1903
1904    <div class="highlight">
1905      
1906        🔥 <font color="#FF0000"><b>A new framework to learn deblurring with real-world events</b></font>
1907      
1908    </div>
1909
1910    <div class="links">
1911    
1912    
1913    
1914        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
1915    
1916    
1917    
1918    
1919    
1920    
1921      <a href="https://github.com/xufangchn/Motion-Deblurring-with-Real-Events" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
1922    
1923    
1924    
1925    
1926    
1927    </div>
1928
1929    <!-- Hidden abstract block -->
1930    
1931
1932    <!-- Hidden bibtex block -->
1933    
1934      <div class="bibtex hidden">
1935        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">xu2021</span><span class="p">,</span>
1936  <span class="na">author</span> <span class="p">=</span> <span class="s">{Xu, Fang and Yu, Lei and Wang, Bishan and Yang, Wen and Xia, Guisong and Jia, Xu and Qiao, Zhendong and Liu, Jianzhuang}</span><span class="p">,</span>
1937  <span class="na">title</span> <span class="p">=</span> <span class="s">{Motion Deblurring with Real Events}</span><span class="p">,</span>
1938  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{ICCV}</span><span class="p">,</span>
1939  <span class="na">year</span> <span class="p">=</span> <span class="s">{2021}</span>
1940<span class="p">}</span></code></pre></figure>
1941      </div>
1942    
1943 
1944  </div>
1945</div>
1946</li>
1947<li>
1948  
1949
1950
1951
1952
1953<div class="row">
1954  <div class="col-sm-3">
1955    <img class="img-fluid" src="/assets/img/imgs_pub/he2021.jpg" />
1956  
1957  </div>
1958
1959<div id="he2021" class="col-sm-9">
1960    <div class="title">Image super-resolution by learning weighted convolutional sparse coding</div>
1961    <div class="author">  
1962        
1963          
1964          
1965          
1966            
1967              
1968                  <font color="#808080">He Jingwei</font>,
1969              
1970            
1971          
1972        
1973          
1974          
1975          
1976            
1977              
1978                  <b>Yu Lei ✉️,</b> 
1979              
1980            
1981          
1982        
1983          
1984          
1985          
1986            
1987              
1988                  <font color="#808080">Liu Zhou</font>,
1989              
1990            
1991          
1992        
1993          
1994          
1995          
1996            
1997              
1998                <font color="#808080">and Yang Wen</font>
1999              
2000            
2001          
2002        
2003      </div>
2004
2005      <div class="periodical">
2006      
2007        <em>Signal, Image and Video Processing, </em>
2008      
2009      
2010        2021
2011      
2012      </div>
2013
2014
2015    <div class="highlight">
2016      
2017    </div>
2018
2019    <div class="links">
2020    
2021    
2022    
2023        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
2024    
2025    
2026    
2027    
2028    
2029    
2030    
2031    
2032    
2033    
2034    </div>
2035
2036    <!-- Hidden abstract block -->
2037    
2038
2039    <!-- Hidden bibtex block -->
2040    
2041      <div class="bibtex hidden">
2042        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">he2021</span><span class="p">,</span>
2043  <span class="na">title</span> <span class="p">=</span> <span class="s">{Image super-resolution by learning weighted convolutional sparse coding}</span><span class="p">,</span>
2044  <span class="na">
2044journal</span> <span class="p">=</span> <span class="s">{Signal, Image and Video Processing}</span><span class="p">,</span>
2045  <span class="na">author</span> <span class="p">=</span> <span class="s">{He, Jingwei and Yu, Lei and Liu, Zhou and Yang, Wen}</span><span class="p">,</span>
2046  <span class="na">year</span> <span class="p">=</span> <span class="s">{2021}</span><span class="p">,</span>
2047  <span class="na">pages</span> <span class="p">=</span> <span class="s">{1--9}</span>
2048<span class="p">}</span></code></pre></figure>
2049      </div>
2050    
2051 
2052  </div>
2053</div>
2054</li>
2055<li>
2056  
2057
2058
2059
2060
2061<div class="row">
2062  <div class="col-sm-3">
2063    <img class="img-fluid" src="/assets/img/imgs_pub/li2021.jpg" />
2064  
2065  </div>
2066
2067<div id="li2021" class="col-sm-9">
2068    <div class="title">ULSD: Unified line segment detection across pinhole, fisheye, and spherical cameras</div>
2069    <div class="author">  
2070        
2071          
2072          
2073          
2074            
2075              
2076                  <font color="#808080">Li Hao</font>,
2077              
2078            
2079          
2080        
2081          
2082          
2083          
2084            
2085              
2086                  <font color="#808080">Yu Huai</font>,
2087              
2088            
2089          
2090        
2091          
2092          
2093          
2094            
2095              
2096                  <font color="#808080">Wang Jinwang</font>,
2097              
2098            
2099          
2100        
2101          
2102          
2103          
2104            
2105              
2106                  <font color="#808080">Yang Wen</font>,
2107              
2108            
2109          
2110        
2111          
2112          
2113          
2114            
2115              
2116                  <b>Yu Lei ✉️,</b> 
2117              
2118            
2119          
2120        
2121          
2122          
2123          
2124            
2125              
2126                <font color="#808080">and Scherer Sebastian</font>
2127              
2128            
2129          
2130        
2131      </div>
2132
2133      <div class="periodical">
2134      
2135        <em>ISPRS Journal of Photogrammetry and Remote Sensing, </em>
2136      
2137      
2138        2021
2139      
2140      </div>
2141
2142
2143    <div class="highlight">
2144      
2145        🔥 <font color="#FF0000"><b>Best Paper of 2021 in ISPRS</b></font>
2146      
2147    </div>
2148
2149    <div class="links">
2150    
2151    
2152    
2153        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
2154    
2155    
2156      <a href="https://www.isprs.org/society/awards/helava.aspx" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
2157    
2158    
2159    
2160    
2161    
2162      <a href="https://github.com/lh9171338/Unified-Line-Segment-Detection" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
2163    
2164    
2165    
2166    
2167    
2168    </div>
2169
2170    <!-- Hidden abstract block -->
2171    
2172
2173    <!-- Hidden bibtex block -->
2174    
2175      <div class="bibtex hidden">
2176        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">li2021</span><span class="p">,</span>
2177  <span class="na">title</span> <span class="p">=</span> <span class="s">{{ULSD}: {Unified} line segment detection across pinhole, fisheye, and spherical cameras}</span><span class="p">,</span>
2178  <span class="na">volume</span> <span class="p">=</span> <span class="s">{178}</span><span class="p">,</span>
2179  <span class="na">journal</span> <span class="p">=</span> <span class="s">{ISPRS Journal of Photogrammetry and Remote Sensing}</span><span class="p">,</span>
2180  <span class="na">author</span> <span class="p">=</span> <span class="s">{Li, Hao and Yu, Huai and Wang, Jinwang and Yang, Wen and Yu, Lei and Scherer, Sebastian}</span><span class="p">,</span>
2181  <span class="na">year</span> <span class="p">=</span> <span class="s">{2021}</span><span class="p">,</span>
2182  <span class="na">pages</span> <span class="p">=</span> <span class="s">{187--202}</span>
2183<span class="p">}</span></code></pre></figure>
2184      </div>
2185    
2186 
2187  </div>
2188</div>
2189</li></ol> 
2190                    <h2 class="year">2020</h2>
2191                    <ol class="bibliography"><li>
2192  
2193
2194
2195
2196
2197<div class="row">
2198  <div class="col-sm-3">
2199    <img class="img-fluid" src="/assets/img/imgs_pub/zhang2021.jpg" />
2200  
2201  </div>
2202
2203<div id="zhang2020f" class="col-sm-9">
2204    <div class="title">Distributed compressive sensing via LSTM-Aided sparse Bayesian learning</div>
2205    <div class="author">  
2206        
2207          
2208          
2209          
2210            
2211              
2212                  <font color="#808080">Zhang Haijian</font>,
2213              
2214            
2215          
2216        
2217          
2218          
2219          
2220            
2221              
2222                  <font color="#808080">Zhang Wusheng</font>,
2223              
2224            
2225          
2226        
2227          
2228          
2229          
2230            
2231              
2232                  <b>Yu Lei ✉️,</b> 
2233              
2234            
2235          
2236        
2237          
2238          
2239          
2240            
2241              
2242                <font color="#808080">and Bi Guoan</font>
2243              
2244            
2245          
2246        
2247      </div>
2248
2249      <div class="periodical">
2250      
2251        <em>Signal Processing, </em>
2252      
2253      
2254        2020
2255      
2256      </div>
2257
2258
2259    <div class="highlight">
2260      
2261    </div>
2262
2263    <div class="links">
2264    
2265    
2266    
2267        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
2268    
2269    
2270    
2271    
2272    
2273    
2274    
2275    
2276    
2277    
2278    </div>
2279
2280    <!-- Hidden abstract block -->
2281    
2282
2283    <!-- Hidden bibtex block -->
2284    
2285      <div class="bibtex hidden">
2286        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">zhang2020f</span><span class="p">,</span>
2287  <span class="na">title</span> <span class="p">=</span> <span class="s">{Distributed compressive sensing via {LSTM}-{Aided} sparse {Bayesian} learning}</span><span class="p">,</span>
2288  <span class="na">volume</span> <span class="p">=</span> <span class="s">{176}</span><span class="p">,</span>
2289  <span class="na">journal</span> <span class="p">=</span> <span class="s">{Signal Processing}</span><span class="p">,</span>
2290  <span class="na">author</span> <span class="p">=</span> <span class="s">{Zhang, Haijian and Zhang, Wusheng and Yu, Lei and Bi, Guoan}</span><span class="p">,</span>
2291  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
2292  <span class="na">pages</span> <span class="p">=</span> <span class="s">{107656}</span>
2293<span class="p">}</span></code></pre></figure>
2294      </div>
2295    
2296 
2297  </div>
2298</div>
2299</li>
2300<li>
2301  
2302
2303
2304
2305
2306<div class="row">
2307  <div class="col-sm-3">
2308    <img class="img-fluid" src="/assets/img/imgs_pub/xu2020.jpg" />
2309  
2310  </div>
2311
2312<div id="xu2020a" class="col-sm-9">
2313    <div class="title">Robust motion compensation for event cameras with smooth constraint</div>
2314    <div class="author">  
2315        
2316          
2317          
2318          
2319            
2320              
2321                  <font color="#808080">Xu Jie</font>,
2322              
2323            
2324          
2325        
2326          
2327          
2328          
2329            
2330              
2331                  <font color="#808080">Jiang Meng</font>,
2332              
2333            
2334          
2335        
2336          
2337          
2338          
2339            
2340              
2341                  <b>Yu Lei ✉️,</b> 
2342              
2343            
2344          
2345        
2346          
2347          
2348          
2349            
2350              
2351                  <font color="#808080">Yang Wen</font>,
2352              
2353            
2354          
2355        
2356          
2357          
2358          
2359            
2360              
2361                <font color="#808080">and Wang Wenwei</font>
2362              
2363            
2364          
2365        
2366      </div>
2367
2368      <div class="periodical">
2369      
2370        <em>IEEE Transactions on Computational Imaging, </em>
2371      
2372      
2373        2020
2374      
2375      </div>
2376
2377
2378    <div class="highlight">
2379      
2380    </div>
2381
2382    <div class="links">
2383    
2384    
2385    
2386        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
2387    
2388    
2389    
2390    
2391    
2392    
2393    
2394    
2395    
2396    
2397    </div>
2398
2399    <!-- Hidden abstract block -->
2400    
2401
2402    <!-- Hidden bibtex block -->
2403    
2404      <div class="bibtex hidden">
2405        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">xu2020a</span><span class="p">,</span>
2406  <span class="na">title</span> <span class="p">=</span> <span class="s">{Robust motion compensation for event cameras with smooth constraint}</span><span class="p">,</span>
2407  <span class="na">volume</span> <span class="p">=</span> <span class="s">{6}</span><span class="p">,</span>
2408  <span class="na">
2408journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Computational Imaging}</span><span class="p">,</span>
2409  <span class="na">author</span> <span class="p">=</span> <span class="s">{Xu, Jie and Jiang, Meng and Yu, Lei and Yang, Wen and Wang, Wenwei}</span><span class="p">,</span>
2410  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
2411  <span class="na">pages</span> <span class="p">=</span> <span class="s">{604--614}</span>
2412<span class="p">}</span></code></pre></figure>
2413      </div>
2414    
2415 
2416  </div>
2417</div>
2418</li>
2419<li>
2420  
2421
2422
2423
2424
2425<div class="row">
2426  <div class="col-sm-3">
2427    <img class="img-fluid" src="/assets/img/imgs_pub/xu2020a.jpg" />
2428  
2429  </div>
2430
2431<div id="xu2020matching" class="col-sm-9">
2432    <div class="title">Matching Neuromorphic Events and Color Images via Adversarial Learning</div>
2433    <div class="author">  
2434        
2435          
2436          
2437          
2438            
2439              
2440                  <font color="#808080">Xu Fang</font>,
2441              
2442            
2443          
2444        
2445          
2446          
2447          
2448            
2449              
2450                  <font color="#808080">Lin Shijie</font>,
2451              
2452            
2453          
2454        
2455          
2456          
2457          
2458            
2459              
2460                  <font color="#808080">Yang Wen</font>,
2461              
2462            
2463          
2464        
2465          
2466          
2467          
2468            
2469              
2470                  <b>Yu Lei,</b> 
2471              
2472            
2473          
2474        
2475          
2476          
2477          
2478            
2479              
2480                  <font color="#808080">Dai Dengxin</font>,
2481              
2482            
2483          
2484        
2485          
2486          
2487          
2488            
2489              
2490                <font color="#808080">and Xia Gui-song</font>
2491              
2492            
2493          
2494        
2495      </div>
2496
2497      <div class="periodical">
2498      
2499        <em>arXiv preprint arXiv:2003.00636, </em>
2500      
2501      
2502        2020
2503      
2504      </div>
2505
2506
2507    <div class="highlight">
2508      
2509    </div>
2510
2511    <div class="links">
2512    
2513    
2514    
2515        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
2516    
2517    
2518    
2519    
2520    
2521    
2522    
2523    
2524    
2525    
2526    </div>
2527
2528    <!-- Hidden abstract block -->
2529    
2530
2531    <!-- Hidden bibtex block -->
2532    
2533      <div class="bibtex hidden">
2534        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">xu2020matching</span><span class="p">,</span>
2535  <span class="na">title</span> <span class="p">=</span> <span class="s">{Matching Neuromorphic Events and Color Images via Adversarial Learning}</span><span class="p">,</span>
2536  <span class="na">author</span> <span class="p">=</span> <span class="s">{Xu, Fang and Lin, Shijie and Yang, Wen and Yu, Lei and Dai, Dengxin and Xia, Gui-song}</span><span class="p">,</span>
2537  <span class="na">journal</span> <span class="p">=</span> <span class="s">{arXiv preprint arXiv:2003.00636}</span><span class="p">,</span>
2538  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span>
2539<span class="p">}</span></code></pre></figure>
2540      </div>
2541    
2542 
2543  </div>
2544</div>
2545</li>
2546<li>
2547  
2548
2549
2550
2551
2552<div class="row">
2553  <div class="col-sm-3">
2554    <img class="img-fluid" src="/assets/img/imgs_pub/jiang2020.jpg" />
2555  
2556  </div>
2557
2558<div id="jiang2020robust" class="col-sm-9">
2559    <div class="title">Robust Intensity Image Reconstruciton Based On Event Cameras</div>
2560    <div class="author">  
2561        
2562          
2563          
2564          
2565            
2566              
2567                  <font color="#808080">Jiang Meng</font>,
2568              
2569            
2570          
2571        
2572          
2573          
2574          
2575            
2576              
2577                  <font color="#808080">Liu Zhou</font>,
2578              
2579            
2580          
2581        
2582          
2583          
2584          
2585            
2586              
2587                  <font color="#808080">Wang Bishan</font>,
2588              
2589            
2590          
2591        
2592          
2593          
2594          
2595            
2596              
2597                  <b>Yu Lei,</b> 
2598              
2599            
2600          
2601        
2602          
2603          
2604          
2605            
2606              
2607                <font color="#808080">and Yang Wen</font>
2608              
2609            
2610          
2611        
2612      </div>
2613
2614      <div class="periodical">
2615      
2616        <em>In 2020 IEEE International Conference on Image Processing (ICIP), </em>
2617      
2618      
2619        2020
2620      
2621      </div>
2622
2623
2624    <div class="highlight">
2625      
2626    </div>
2627
2628    <div class="links">
2629    
2630    
2631    
2632        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
2633    
2634    
2635    
2636    
2637    
2638    
2639    
2640    
2641    
2642    
2643    </div>
2644
2645    <!-- Hidden abstract block -->
2646    
2647
2648    <!-- Hidden bibtex block -->
2649    
2650      <div class="bibtex hidden">
2651        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">jiang2020robust</span><span class="p">,</span>
2652  <span class="na">title</span> <span class="p">=</span> <span class="s">{Robust Intensity Image Reconstruciton Based On Event Cameras}</span><span class="p">,</span>
2653  <span class="na">author</span> <span class="p">=</span> <span class="s">{Jiang, Meng and Liu, Zhou and Wang, Bishan and Yu, Lei and Yang, Wen}</span><span class="p">,</span>
2654  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{2020 IEEE International Conference on Image Processing (ICIP)}</span><span class="p">,</span>
2655  <span class="na">pages</span> <span class="p">=</span> <span class="s">{968--972}</span><span class="p">,</span>
2656  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span>
2657<span class="p">}</span></code></pre></figure>
2658      </div>
2659    
2660 
2661  </div>
2662</div>
2663</li>
2664<li>
2665  
2666
2667
2668
2669
2670<div class="row">
2671  <div class="col-sm-3">
2672    <img class="img-fluid" src="/assets/img/imgs_pub/lin2020.jpg" />
2673  
2674  </div>
2675
2676<div id="lin2020efficient" class="col-sm-9">
2677    <div class="title">Efficient Spatial-Temporal Normalization of SAE Representation for Event Camera</div>
2678    <div class="author">  
2679        
2680          
2681          
2682          
2683            
2684              
2685                  <font color="#808080">Lin Shijie</font>,
2686              
2687            
2688          
2689        
2690          
2691          
2692          
2693            
2694              
2695                  <font color="#808080">Xu Fang</font>,
2696              
2697            
2698          
2699        
2700          
2701          
2702          
2703            
2704              
2705                  <font color="#808080">Wang Xuhong</font>,
2706              
2707            
2708          
2709        
2710          
2711          
2712          
2713            
2714              
2715                  <font color="#808080">Yang Wen</font>,
2716              
2717            
2718          
2719        
2720          
2721          
2722          
2723            
2724              
2725                    and <b>Yu Lei</b>
2726              
2727            
2728          
2729        
2730      </div>
2731
2732      <div class="periodical">
2733      
2734        <em>IEEE Robotics and Automation Letters, </em>
2735      
2736      
2737        2020
2738      
2739      </div>
2740
2741
2742    <div class="highlight">
2743      
2744    </div>
2745
2746    <div class="links">
2747    
2748    
2749    
2750        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
2751    
2752    
2753    
2754    
2755    
2756    
2757      <a href="https://github.com/eleboss/chain" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
2758    
2759    
2760    
2761    
2762    
2763    </div>
2764
2765    <!-- Hidden abstract block -->
2766    
2767
2768    <!-- Hidden bibtex block -->
2769    
2770      <div class="bibtex hidden">
2771        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">lin2020efficient</span><span class="p">,</span>
2772  <span class="na">title</span> <span class="p">=</span> <span class="s">{Efficient Spatial-Temporal Normalization of SAE Representation for Event Camera}</span><span class="p">,</span>
2773  <span class="na">author</span> <span class="p">=</span> <span class="s">{Lin, Shijie and Xu, Fang and Wang, Xuhong and Yang, Wen and Yu, Lei}</span><span class="p">,</span>
2774  <span class="na">
2774journal</span> <span class="p">=</span> <span class="s">{IEEE Robotics and Automation Letters}</span><span class="p">,</span>
2775  <span class="na">volume</span> <span class="p">=</span> <span class="s">{5}</span><span class="p">,</span>
2776  <span class="na">number</span> <span class="p">=</span> <span class="s">{3}</span><span class="p">,</span>
2777  <span class="na">pages</span> <span class="p">=</span> <span class="s">{4265--4272}</span><span class="p">,</span>
2778  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span>
2779<span class="p">}</span></code></pre></figure>
2780      </div>
2781    
2782 
2783  </div>
2784</div>
2785</li>
2786<li>
2787  
2788
2789
2790
2791
2792<div class="row">
2793  <div class="col-sm-3">
2794    <img class="img-fluid" src="/assets/img/eslnet_eccv20/eslnet.jpg" />
2795  
2796  </div>
2797
2798<div id="wang2020k" class="col-sm-9">
2799    <div class="title">Event enhanced high-quality image recovery</div>
2800    <div class="author">  
2801        
2802          
2803          
2804          
2805            
2806              
2807                  <font color="#808080">Wang Bishan</font>,
2808              
2809            
2810          
2811        
2812          
2813          
2814          
2815            
2816              
2817                  <font color="#808080">He Jingwei</font>,
2818              
2819            
2820          
2821        
2822          
2823          
2824          
2825            
2826              
2827                  <b>Yu Lei ✉️,</b> 
2828              
2829            
2830          
2831        
2832          
2833          
2834          
2835            
2836              
2837                  <font color="#808080">Xia Gui-Song</font>,
2838              
2839            
2840          
2841        
2842          
2843          
2844          
2845            
2846              
2847                <font color="#808080">and Yang Wen</font>
2848              
2849            
2850          
2851        
2852      </div>
2853
2854      <div class="periodical">
2855      
2856        <em>In ECCV, </em>
2857      
2858      
2859        2020
2860      
2861      </div>
2862
2863
2864    <div class="highlight">
2865      
2866        🔥 <font color="#FF0000"><b>An approach to super-resolve blurry images with events.</b></font>
2867      
2868    </div>
2869
2870    <div class="links">
2871    
2872    
2873    
2874        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
2875    
2876    
2877      <a href="/projects/eslnet_eccv2020/" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
2878    
2879    
2880      
2881      <a href="https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123580154.pdf" class="btn btn-sm z-depth-0" role="button" target="_blank">PDF</a>
2882      
2883    
2884    
2885    
2886    
2887      <a href="https://github.com/ShinyWang33/eSL-Net" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
2888    
2889    
2890    
2891    
2892    
2893    </div>
2894
2895    <!-- Hidden abstract block -->
2896    
2897
2898    <!-- Hidden bibtex block -->
2899    
2900      <div class="bibtex hidden">
2901        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">wang2020k</span><span class="p">,</span>
2902  <span class="na">title</span> <span class="p">=</span> <span class="s">{Event enhanced high-quality image recovery}</span><span class="p">,</span>
2903  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{ECCV}</span><span class="p">,</span>
2904  <span class="na">author</span> <span class="p">=</span> <span class="s">{Wang, Bishan and He, Jingwei and Yu, Lei and Xia, Gui-Song and Yang, Wen}</span><span class="p">,</span>
2905  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
2906  <span class="na">pages</span> <span class="p">=</span> <span class="s">{155--171}</span>
2907<span class="p">}</span></code></pre></figure>
2908      </div>
2909    
2910 
2911  </div>
2912</div>
2913</li>
2914<li>
2915  
2916
2917
2918
2919
2920<div class="row">
2921  <div class="col-sm-3">
2922    <img class="img-fluid" src="/assets/img/imgs_pub/su2020.jpg" />
2923  
2924  </div>
2925
2926<div id="yu2020" class="col-sm-9">
2927    <div class="title">Event-based high frame-rate video reconstruction with a novel cycle-event network</div>
2928    <div class="author">  
2929        
2930          
2931          
2932          
2933            
2934              
2935                  <font color="#808080">Su Binyi</font>,
2936              
2937            
2938          
2939        
2940          
2941          
2942          
2943            
2944              
2945                  <b>Yu Lei ✉️,</b> 
2946              
2947            
2948          
2949        
2950          
2951          
2952          
2953            
2954              
2955                <font color="#808080">and Yang Wen</font>
2956              
2957            
2958          
2959        
2960      </div>
2961
2962      <div class="periodical">
2963      
2964        <em>In 2020 IEEE International Conference on Image Processing (ICIP), </em>
2965      
2966      
2967        2020
2968      
2969      </div>
2970
2971
2972    <div class="highlight">
2973      
2974    </div>
2975
2976    <div class="links">
2977    
2978    
2979    
2980        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
2981    
2982    
2983    
2984    
2985    
2986    
2987    
2988    
2989    
2990    
2991    </div>
2992
2993    <!-- Hidden abstract block -->
2994    
2995
2996    <!-- Hidden bibtex block -->
2997    
2998      <div class="bibtex hidden">
2999        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">yu2020</span><span class="p">,</span>
3000  <span class="na">title</span> <span class="p">=</span> <span class="s">{Event-based high frame-rate video reconstruction with a novel cycle-event network}</span><span class="p">,</span>
3001  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{2020 {IEEE} {International} {Conference} on {Image} {Processing} ({ICIP})}</span><span class="p">,</span>
3002  <span class="na">author</span> <span class="p">=</span> <span class="s">{Su, Binyi and Yu, Lei and Yang, Wen}</span><span class="p">,</span>
3003  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
3004  <span class="na">pages</span> <span class="p">=</span> <span class="s">{86--90}</span>
3005<span class="p">}</span></code></pre></figure>
3006      </div>
3007    
3008 
3009  </div>
3010</div>
3011</li>
3012<li>
3013  
3014
3015
3016
3017
3018<div class="row">
3019  <div class="col-sm-3">
3020  </div>
3021
3022<div id="shen2020" class="col-sm-9">
3023    <div class="title">Implicit Euler ODE networks for single-image dehazing</div>
3024    <div class="author">  
3025        
3026          
3027          
3028          
3029            
3030              
3031                  <font color="#808080">Shen Jiawei</font>,
3032              
3033            
3034          
3035        
3036          
3037          
3038          
3039            
3040              
3041                  <font color="#808080">Li Zhuoyan</font>,
3042              
3043            
3044          
3045        
3046          
3047          
3048          
3049            
3050              
3051                  <b>Yu Lei ✉️,</b> 
3052              
3053            
3054          
3055        
3056          
3057          
3058          
3059            
3060              
3061                  <font color="#808080">Xia Gui-Song</font>,
3062              
3063            
3064          
3065        
3066          
3067          
3068          
3069            
3070              
3071                <font color="#808080">and Yang Wen</font>
3072              
3073            
3074          
3075        
3076      </div>
3077
3078      <div class="periodical">
3079      
3080        <em>In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, </em>
3081      
3082      
3083        2020
3084      
3085      </div>
3086
3087
3088    <div class="highlight">
3089      
3090    </div>
3091
3092    <div class="links">
3093    
3094    
3095    
3096        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
3097    
3098    
3099    
3100    
3101    
3102    
3103    
3104    
3105    
3106    
3107    </div>
3108
3109    <!-- Hidden abstract block -->
3110    
3111
3112    <!-- Hidden bibtex block -->
3113    
3114      <div class="bibtex hidden">
3115        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">shen2020</span><span class="p">,</span>
3116  <span class="na">title</span> <span class="p">=</span> <span class="s">{Implicit {Euler} {ODE} networks for single-image dehazing}</span><span class="p">,</span>
3117  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{Proceedings of the {IEEE}/{CVF} {Conference} on {Computer} {Vision} and {Pattern} {Recognition} {Workshops}}</span><span class="p">,</span>
3118  <span class="na">author</span> <span class="p">=</span> <span class="s">{Shen, Jiawei and Li, Zhuoyan and Yu, Lei and Xia, Gui-Song and Yang, Wen}</span><span class="p">,</span>
3119  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
3120  <span class="na">pages</span> <span class="p">=</span> <span class="s">{218--219}</span>
3121<span class="p">}</span></code></pre></figure>
3122      </div>
3123    
3124 
3125  </div>
3126</div>
3127</li>
3128<li>
3129  
3130
3131
3132</li>
3133<li>
3134  
3135
3136
3137
3138
3139<div class="row">
3140  <div class="col-sm-3">
3141  </div>
3142
3143<div id="wang2020l" class="col-sm-9">
3144    <div class="title">Facial Feature Embedded CycleGAN for VIS-NIR Translation</div>
3145    <div class="author">  
3146        
3147          
3148          
3149          
3150            
3151              
3152                  <font color="#808080">Wang Huijiao</font>,
3153              
3154            
3155          
3156        
3157          
3158          
3159          
3160            
3161              
3162                  <font color="#808080">Zhang Haijian</font>,
3163              
3164            
3165          
3166        
3167          
3168          
3169          
3170            
3171              
3172                  <b>Yu Lei,</b> 
3173              
3174            
3175          
3176        
3177          
3178          
3179          
3180            
3181              
3182                  <font color="#808080">Wang Li</font>,
3183              
3184            
3185          
3186        
3187          
3188          
3189          
3190            
3191              
3192                <font color="#808080">and Yang Xulei</font>
3193              
3194            
3195          
3196        
3197      </div>
3198
3199      <div class="periodical">
3200      
3201        <em>In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), </em>
3202      
3203      
3204        2020
3205      
3206      </div>
3207
3208
3209    <div class="highlight">
3210      
3211    </div>
3212
3213    <div class="links">
3214    
3215    
3216    
3217        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
3218    
3219    
3220    
3221    
3222    
3223    
3224    
3225    
3226    
3227    
3228    </div>
3229
3230    <!-- Hidden abstract block -->
3231    
3232
3233    <!-- Hidden bibtex block -->
3234    
3235      <div class="bibtex hidden">
3236        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">
3236wang2020l</span><span class="p">,</span>
3237  <span class="na">title</span> <span class="p">=</span> <span class="s">{Facial {Feature} {Embedded} {CycleGAN} for {VIS}-{NIR} {Translation}}</span><span class="p">,</span>
3238  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{{ICASSP} 2020-2020 {IEEE} {International} {Conference} on {Acoustics}, {Speech} and {Signal} {Processing} ({ICASSP})}</span><span class="p">,</span>
3239  <span class="na">author</span> <span class="p">=</span> <span class="s">{Wang, Huijiao and Zhang, Haijian and Yu, Lei and Wang, Li and Yang, Xulei}</span><span class="p">,</span>
3240  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
3241  <span class="na">pages</span> <span class="p">=</span> <span class="s">{1903--1907}</span>
3242<span class="p">}</span></code></pre></figure>
3243      </div>
3244    
3245 
3246  </div>
3247</div>
3248</li>
3249<li>
3250  
3251
3252
3253
3254
3255<div class="row">
3256  <div class="col-sm-3">
3257  </div>
3258
3259<div id="yuan2020" class="col-sm-9">
3260    <div class="title">Aim-Net: Bring Implicit Euler to Network Design</div>
3261    <div class="author">  
3262        
3263          
3264          
3265          
3266            
3267              
3268                  <font color="#808080">Yuan Qiongwen</font>,
3269              
3270            
3271          
3272        
3273          
3274          
3275          
3276            
3277              
3278                  <font color="#808080">He Jingwei</font>,
3279              
3280            
3281          
3282        
3283          
3284          
3285          
3286            
3287              
3288                  <b>Yu Lei ✉️,</b> 
3289              
3290            
3291          
3292        
3293          
3294          
3295          
3296            
3297              
3298                <font color="#808080">and Zheng Gang</font>
3299              
3300            
3301          
3302        
3303      </div>
3304
3305      <div class="periodical">
3306      
3307        <em>In 2020 IEEE International Conference on Image Processing (ICIP), </em>
3308      
3309      
3310        2020
3311      
3312      </div>
3313
3314
3315    <div class="highlight">
3316      
3317    </div>
3318
3319    <div class="links">
3320    
3321    
3322    
3323        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
3324    
3325    
3326    
3327    
3328    
3329    
3330    
3331    
3332    
3333    
3334    </div>
3335
3336    <!-- Hidden abstract block -->
3337    
3338
3339    <!-- Hidden bibtex block -->
3340    
3341      <div class="bibtex hidden">
3342        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">yuan2020</span><span class="p">,</span>
3343  <span class="na">title</span> <span class="p">=</span> <span class="s">{Aim-{Net}: {Bring} {Implicit} {Euler} to {Network} {Design}}</span><span class="p">,</span>
3344  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{2020 {IEEE} {International} {Conference} on {Image} {Processing} ({ICIP})}</span><span class="p">,</span>
3345  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yuan, Qiongwen and He, Jingwei and Yu, Lei and Zheng, Gang}</span><span class="p">,</span>
3346  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
3347  <span class="na">pages</span> <span class="p">=</span> <span class="s">{1926--1930}</span>
3348<span class="p">}</span></code></pre></figure>
3349      </div>
3350    
3351 
3352  </div>
3353</div>
3354</li>
3355<li>
3356  
3357
3358
3359
3360
3361<div class="row">
3362  <div class="col-sm-3">
3363  </div>
3364
3365<div id="wang2020" class="col-sm-9">
3366    <div class="title">Structured Bayesian learning for recovery of clustered sparse signal</div>
3367    <div class="author">  
3368        
3369          
3370          
3371          
3372            
3373              
3374                  <font color="#808080">Wang Lu</font>,
3375              
3376            
3377          
3378        
3379          
3380          
3381          
3382            
3383              
3384                  <font color="#808080">Zhao Lifan</font>,
3385              
3386            
3387          
3388        
3389          
3390          
3391          
3392            
3393              
3394                  <b>Yu Lei ✉️,</b> 
3395              
3396            
3397          
3398        
3399          
3400          
3401          
3402            
3403              
3404                  <font color="#808080">Wang Jingjing</font>,
3405              
3406            
3407          
3408        
3409          
3410          
3411          
3412            
3413              
3414                <font color="#808080">and Bi Guoan</font>
3415              
3416            
3417          
3418        
3419      </div>
3420
3421      <div class="periodical">
3422      
3423        <em>Signal Processing, </em>
3424      
3425      
3426        2020
3427      
3428      </div>
3429
3430
3431    <div class="highlight">
3432      
3433    </div>
3434
3435    <div class="links">
3436    
3437      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
3438    
3439    
3440    
3441        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
3442    
3443    
3444    
3445    
3446    
3447    
3448    
3449    
3450    
3451    
3452    </div>
3453
3454    <!-- Hidden abstract block -->
3455    
3456      <div class="abstract hidden">
3457        <p>This paper considers the problem of recovering sparse signals with cluster structure of unknown sizes and locations. A hybrid prior is proposed by introducing a local continuity indicator, which adaptively imposes cluster information on the sparse coefficients according to the inherent data structure. The local continuity indicator flexibly switches the prior for a sparse coefficient between a fully pattern-coupled one and an independent one, so that the estimation of the sparse coefficient can selectively use the statistical information of its neighbors. Variational Bayesian inference is used to estimate the hidden variables based on the constructed probabilistic modeling. Numerical results of comprehensive simulations and real data experiments demonstrate that the proposed algorithm can effectively avoid the problem of structural mismatch and outperform other recently reported clustered sparse signal recovery algorithms in noisy environments.</p>
3458      </div>
3459    
3460
3461    <!-- Hidden bibtex block -->
3462    
3463      <div class="bibtex hidden">
3464        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">wang2020</span><span class="p">,</span>
3465  <span class="na">title</span> <span class="p">=</span> <span class="s">{Structured {Bayesian} learning for recovery of clustered sparse signal}</span><span class="p">,</span>
3466  <span class="na">volume</span> <span class="p">=</span> <span class="s">{166}</span><span class="p">,</span>
3467  <span class="na">
3467journal</span> <span class="p">=</span> <span class="s">{Signal Processing}</span><span class="p">,</span>
3468  <span class="na">author</span> <span class="p">=</span> <span class="s">{Wang, Lu and Zhao, Lifan and Yu, Lei and Wang, Jingjing and Bi, Guoan}</span><span class="p">,</span>
3469  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
3470  <span class="na">pages</span> <span class="p">=</span> <span class="s">{107255}</span>
3471<span class="p">}</span></code></pre></figure>
3472      </div>
3473    
3474 
3475  </div>
3476</div>
3477</li></ol> 
3478                    <h2 class="year">2019</h2>
3479                    <ol class="bibliography"><li>
3480  
3481
3482
3483
3484
3485<div class="row">
3486  <div class="col-sm-3">
3487  </div>
3488
3489<div id="saadi2019" class="col-sm-9">
3490    <div class="title">Algorithm to compute nonlinear partial observer normal form with multiple outputs</div>
3491    <div class="author">  
3492        
3493          
3494          
3495          
3496            
3497              
3498                  <font color="#808080">Saadi Wided</font>,
3499              
3500            
3501          
3502        
3503          
3504          
3505          
3506            
3507              
3508                  <font color="#808080">Boutat Driss</font>,
3509              
3510            
3511          
3512        
3513          
3514          
3515          
3516            
3517              
3518                  <font color="#808080">Zheng Gang</font>,
3519              
3520            
3521          
3522        
3523          
3524          
3525          
3526            
3527              
3528                  <font color="#808080">Sbita Lassaad</font>,
3529              
3530            
3531          
3532        
3533          
3534          
3535          
3536            
3537              
3538                    and <b>Yu Lei</b>
3539              
3540            
3541          
3542        
3543      </div>
3544
3545      <div class="periodical">
3546      
3547        <em>IEEE Transactions on Automatic Control, </em>
3548      
3549      
3550        2019
3551      
3552      </div>
3553
3554
3555    <div class="highlight">
3556      
3557        🔥 <font color="#FF0000"><b>TOP Journal</b></font>
3558      
3559    </div>
3560
3561    <div class="links">
3562    
3563      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
3564    
3565    
3566    
3567        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
3568    
3569    
3570    
3571    
3572    
3573    
3574    
3575    
3576    
3577    
3578    </div>
3579
3580    <!-- Hidden abstract block -->
3581    
3582      <div class="abstract hidden">
3583        <p>It is well-known that observer design is a powerful tool to estimate the states of a dynamical system. Given a multi-output nonlinear dynamical system whose states are partially observable, this paper investigates the problem of observer design to estimate those observable states. It considers firstly a nonlinear system without inputs, and provides a set of geometric conditions, guaranteeing the existence of a change of coordinates which splits the studied nonlinear dynamical system into two subsystems, where one of them is of the well-known nonlinear observer normal form, for which a Luenberger-like observer can be designed. An extension to nonlinear systems with inputs has then been deduced.</p>
3584      </div>
3585    
3586
3587    <!-- Hidden bibtex block -->
3588    
3589      <div class="bibtex hidden">
3590        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">saadi2019</span><span class="p">,</span>
3591  <span class="na">title</span> <span class="p">=</span> <span class="s">{Algorithm to compute nonlinear partial observer normal form with multiple outputs}</span><span class="p">,</span>
3592  <span class="na">journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Automatic Control}</span><span class="p">,</span>
3593  <span class="na">author</span> <span class="p">=</span> <span class="s">{Saadi, Wided and Boutat, Driss and Zheng, Gang and Sbita, Lassaad and Yu, Lei}</span><span class="p">,</span>
3594  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
3595  <span class="na">pages</span> <span class="p">=</span> <span class="s">{1--1}</span>
3596<span class="p">}</span></code></pre></figure>
3597      </div>
3598    
3599 
3600  </div>
3601</div>
3602</li>
3603<li>
3604  
3605
3606
3607
3608
3609<div class="row">
3610  <div class="col-sm-3">
3611    <img class="img-fluid" src="/assets/img/imgs_pub/chen2019.jpg" />
3612  
3613  </div>
3614
3615<div id="cheng2019" class="col-sm-9">
3616    <div class="title">DET: A High-Resolution DVS Dataset for Lane Extraction</div>
3617    <div class="author">  
3618        
3619          
3620          
3621          
3622            
3623              
3624                  <font color="#808080">Cheng Wensheng</font>,
3625              
3626            
3627          
3628        
3629          
3630          
3631          
3632            
3633              
3634                  <font color="#808080">Luo Hao</font>,
3635              
3636            
3637          
3638        
3639          
3640          
3641          
3642            
3643              
3644                  <font color="#808080">Yang Wen</font>,
3645              
3646            
3647          
3648        
3649          
3650          
3651          
3652            
3653              
3654                  <b>Yu Lei,</b> 
3655              
3656            
3657          
3658        
3659          
3660          
3661          
3662            
3663              
3664                  <font color="#808080">Chen Shoushun</font>,
3665              
3666            
3667          
3668        
3669          
3670          
3671          
3672            
3673              
3674                <font color="#808080">and Li Wei</font>
3675              
3676            
3677          
3678        
3679      </div>
3680
3681      <div class="periodical">
3682      
3683        <em>In CVPR Workshops, </em>
3684      
3685      
3686        2019
3687      
3688      </div>
3689
3690
3691    <div class="highlight">
3692      
3693    </div>
3694
3695    <div class="links">
3696    
3697      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
3698    
3699    
3700    
3701        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
3702    
3703    
3704      <a href="https://spritea.github.io/DET/" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
3705    
3706    
3707    
3708    
3709    
3710      <a href="https://github.com/Spritea/DET" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
3711    
3712    
3713    
3714    
3715    
3716    </div>
3717
3718    <!-- Hidden abstract block -->
3719    
3720      <div class="abstract hidden">
3721        <p>Lane extraction is a basic yet necessary task for autonomous driving. Although past years have witnessed major advances in lane extraction with deep learning models, they all aim at ordinary RGB images generated by framebased cameras, which limits their performance in nature. To tackle this problem, we introduce Dynamic Vision Sensor (DVS), a type of event-based sensor to lane extraction task and build a high-resolution DVS dataset for lane extraction (DET). We collect the raw event data and generate 5,424 event-based sensor images with a resolution of 1280×800, the highest one among all DVS datasets available now. These images include complex traffic sce
3721nes and various lane types. All images of DET are annotated with multi-class segmentation format. The fully annotated DET images contains 17,103 lane instances, each of which is labeled pixel by pixel manually. We evaluate state-of-the-art lane extraction models on DET to build a benchmark for lane extraction task with event-based sensor images. Experimental results demonstrate that DET is quite challenging for even state-of-the-art lane extraction methods. DET is made publicly available, including the raw event data, accumulated images and labels1.</p>
3722      </div>
3723    
3724
3725    <!-- Hidden bibtex block -->
3726    
3727      <div class="bibtex hidden">
3728        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">cheng2019</span><span class="p">,</span>
3729  <span class="na">title</span> <span class="p">=</span> <span class="s">{{DET}: {A} {High}-{Resolution} {DVS} {Dataset} for {Lane} {Extraction}}</span><span class="p">,</span>
3730  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR Workshops}</span><span class="p">,</span>
3731  <span class="na">author</span> <span class="p">=</span> <span class="s">{Cheng, Wensheng and Luo, Hao and Yang, Wen and Yu, Lei and Chen, Shoushun and Li, Wei}</span><span class="p">,</span>
3732  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
3733  <span class="na">pages</span> <span class="p">=</span> <span class="s">{10}</span>
3734<span class="p">}</span></code></pre></figure>
3735      </div>
3736    
3737 
3738  </div>
3739</div>
3740</li>
3741<li>
3742  
3743
3744
3745
3746
3747<div class="row">
3748  <div class="col-sm-3">
3749  </div>
3750
3751<div id="ren2019c" class="col-sm-9">
3752    <div class="title">Dynamical sparse signal recovery with fixed-time convergence</div>
3753    <div class="author">  
3754        
3755          
3756          
3757          
3758            
3759              
3760                  <font color="#808080">Ren Junying</font>,
3761              
3762            
3763          
3764        
3765          
3766          
3767          
3768            
3769              
3770                  <b>Yu Lei ✉️,</b> 
3771              
3772            
3773          
3774        
3775          
3776          
3777          
3778            
3779              
3780                  <font color="#808080">Lyu Chengcheng</font>,
3781              
3782            
3783          
3784        
3785          
3786          
3787          
3788            
3789              
3790                  <font color="#808080">Zheng Gang</font>,
3791              
3792            
3793          
3794        
3795          
3796          
3797          
3798            
3799              
3800                  <font color="#808080">Barbot Jean-Pierre</font>,
3801              
3802            
3803          
3804        
3805          
3806          
3807          
3808            
3809              
3810                <font color="#808080">and Sun Hong</font>
3811              
3812            
3813          
3814        
3815      </div>
3816
3817      <div class="periodical">
3818      
3819        <em>Signal Processing, </em>
3820      
3821      
3822        2019
3823      
3824      </div>
3825
3826
3827    <div class="highlight">
3828      
3829    </div>
3830
3831    <div class="links">
3832    
3833      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
3834    
3835    
3836    
3837        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
3838    
3839    
3840    
3841    
3842    
3843    
3844    
3845    
3846    
3847    
3848    </div>
3849
3850    <!-- Hidden abstract block -->
3851    
3852      <div class="abstract hidden">
3853        <p>Arising in a large number of application areas, sparse recovery (SR) has been exhaustively investigated and many algorithms have been proposed. Different from the numerical methods realized by iterative algorithm, the recent continuous approach is realized through analog circuit, which takes advantage of short time-delay and fast convergence. However, the existing continuous method for SR still has the space to further improve the convergence speed. Consequently, in this paper, we propose a new dynamical continuous system to solve the sparse signal recovery problem with fixed-time convergence property.</p>
3854      </div>
3855    
3856
3857    <!-- Hidden bibtex block -->
3858    
3859      <div class="bibtex hidden">
3860        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">ren2019c</span><span class="p">,</span>
3861  <span class="na">title</span> <span class="p">=</span> <span class="s">{Dynamical sparse signal recovery with fixed-time convergence}</span><span class="p">,</span>
3862  <span class="na">volume</span> <span class="p">=</span> <span class="s">{162}</span><span class="p">,</span>
3863  <span class="na">
3863journal</span> <span class="p">=</span> <span class="s">{Signal Processing}</span><span class="p">,</span>
3864  <span class="na">author</span> <span class="p">=</span> <span class="s">{Ren, Junying and Yu, Lei and Lyu, Chengcheng and Zheng, Gang and Barbot, Jean-Pierre and Sun, Hong}</span><span class="p">,</span>
3865  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
3866  <span class="na">pages</span> <span class="p">=</span> <span class="s">{65--74}</span>
3867<span class="p">}</span></code></pre></figure>
3868      </div>
3869    
3870 
3871  </div>
3872</div>
3873</li>
3874<li>
3875  
3876
3877
3878
3879
3880<div class="row">
3881  <div class="col-sm-3">
3882  </div>
3883
3884<div id="liu2019" class="col-sm-9">
3885    <div class="title">Image Denoising via Nonlocal Low Rank Approximation With Local Structure Preserving</div>
3886    <div class="author">  
3887        
3888          
3889          
3890          
3891            
3892              
3893                  <font color="#808080">Liu Zhou</font>,
3894              
3895            
3896          
3897        
3898          
3899          
3900          
3901            
3902              
3903                  <b>Yu Lei ✉️,</b> 
3904              
3905            
3906          
3907        
3908          
3909          
3910          
3911            
3912              
3913                <font color="#808080">and Sun Hong</font>
3914              
3915            
3916          
3917        
3918      </div>
3919
3920      <div class="periodical">
3921      
3922        <em>IEEE Access, </em>
3923      
3924      
3925        2019
3926      
3927      </div>
3928
3929
3930    <div class="highlight">
3931      
3932    </div>
3933
3934    <div class="links">
3935    
3936      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
3937    
3938    
3939    
3940        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
3941    
3942    
3943    
3944    
3945    
3946    
3947    
3948    
3949    
3950    
3951    </div>
3952
3953    <!-- Hidden abstract block -->
3954    
3955      <div class="abstract hidden">
3956        <p>The nuclear norm minimization method emerged from a patch-based low-rank model leads to an excellent image denoising performance, where the non-local self-similarity over image patches is exploited. However, natural images are normally with complex and irregular image patches, which cannot be well represented using only a low-rank model, and thus most of them suffer from the over-penalty problem especially for images with lots of local irregular structures (e.g., fine details or sharp edges), and then results in over-smoothing problem after denoising. On the other hand, in order to represent the irregular components, edges defined over pixel level are often exploited. While the total variation (TV) is a well-known prior to remove noises and preserve edges, it might yield undesired staircase artifacts. The total generalized variation (TGV), a generalization of TV, can largely alleviate such staircase artifacts. Consequently, in order to deal with the over-smoothing problem aroused by a low-rank model, we propose a re-weighted TGV regularized nuclear norm minimization model for local structure preserving image denoising. Thanks to the split Bregman method, our proposed model can be effectively solved. A re-weighted strategy is developed to adaptively update the weight parameters of TGV regularization. The encouraging experimental results on noisy images demonstrate the effectiveness of our proposed method.</p>
3957      </div>
3958    
3959
3960    <!-- Hidden bibtex block -->
3961    
3962      <div class="bibtex hidden">
3963        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">liu2019</span><span class="p">,</span>
3964  <span class="na">title</span> <span class="p">=</span> <span class="s">{Image {Denoising} via {Nonlocal} {Low} {Rank} {Approximation} {With} {Local} {Structure} {Preserving}}</span><span class="p">,</span>
3965  <span class="na">volume</span> <span class="p">=</span> <span class="s">{7}</span><span class="p">,</span>
3966  <span class="na">journal</span> <span class="p">=</span> <span class="s">{IEEE Access}</span><span class="p">,</span>
3967  <span class="na">author</span> <span class="p">=</span> <span class="s">{Liu, Zhou and Yu, Lei and Sun, Hong}</span><span class="p">,</span>
3968  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
3969  <span class="na">pages</span> <span class="p">=</span> <span class="s">{7117--7132}</span>
3970<span class="p">}</span></code></pre></figure>
3971      </div>
3972    
3973 
3974  </div>
3975</div>
3976</li>
3977<li>
3978  
3979
3980
3981
3982
3983<div class="row">
3984  <div class="col-sm-3">
3985  </div>
3986
3987<div id="ren2019" class="col-sm-9">
3988    <div class="title">A Dynamical System With Fixed Convergence Time for Sparse Recovery</div>
3989    <div class="author">  
3990        
3991          
3992          
3993          
3994            
3995              
3996                  <font color="#808080">Ren Junying</font>,
3997              
3998            
3999          
4000        
4001          
4002          
4003          
4004            
4005              
4006                  <b>Yu Lei ✉️,</b> 
4007              
4008            
4009          
4010        
4011          
4012          
4013          
4014            
4015              
4016                  <font color="#808080">Jiang Yulun</font>,
4017              
4018            
4019          
4020        
4021          
4022          
4023          
4024            
4025              
4026                  <font color="#808080">Barbot Jean-Pierre</font>,
4027              
4028            
4029          
4030        
4031          
4032          
4033          
4034            
4035              
4036                <font color="#808080">and Sun Hong</font>
4037              
4038            
4039          
4040        
4041      </div>
4042
4043      <div class="periodical">
4044      
4045        <em>IEEE Access, </em>
4046      
4047      
4048        2019
4049      
4050      </div>
4051
4052
4053    <div class="highlight">
4054      
4055    </div>
4056
4057    <div class="links">
4058    
4059      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
4060    
4061    
4062    
4063        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
4064    
4065    
4066    
4067    
4068    
4069    
4070    
4071    
4072    
4073    
4074    </div>
4075
4076    <!-- Hidden abstract block -->
4077    
4078      <div class="abstract hidden">
4079        <p>The sparse recovery (SR) algorithm, under the premise that signals are sparse, can be divided into two categories. One is a digital discrete method implemented via lots of iterative computations and the other is a continuous method implemented via analog circuits, which is usually faster. In this paper, we focus on the continuous method and propose a fixed-time convergence dynamical system. Compared with the existing system, it dynamically allocates the exponent according to time-varying elements of the system state, avoiding possible mismatches between the fixed exponent and some elements.</p>
4080      </div>
4081    
4082
4083    <!-- Hidden bibtex block -->
4084    
4085      <div class="bibtex hidden">
4086        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">
4086ren2019</span><span class="p">,</span>
4087  <span class="na">title</span> <span class="p">=</span> <span class="s">{A {Dynamical} {System} {With} {Fixed} {Convergence} {Time} for {Sparse} {Recovery}}</span><span class="p">,</span>
4088  <span class="na">volume</span> <span class="p">=</span> <span class="s">{7}</span><span class="p">,</span>
4089  <span class="na">journal</span> <span class="p">=</span> <span class="s">{IEEE Access}</span><span class="p">,</span>
4090  <span class="na">author</span> <span class="p">=</span> <span class="s">{Ren, Junying and Yu, Lei and Jiang, Yulun and Barbot, Jean-Pierre and Sun, Hong}</span><span class="p">,</span>
4091  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
4092  <span class="na">pages</span> <span class="p">=</span> <span class="s">{21844--21850}</span>
4093<span class="p">}</span></code></pre></figure>
4094      </div>
4095    
4096 
4097  </div>
4098</div>
4099</li>
4100<li>
4101  
4102
4103
4104
4105
4106<div class="row">
4107  <div class="col-sm-3">
4108  </div>
4109
4110<div id="lyu2019" class="col-sm-9">
4111    <div class="title">Block-sparsity recovery via recurrent neural network</div>
4112    <div class="author">  
4113        
4114          
4115          
4116          
4117            
4118              
4119                  <font color="#808080">Lyu Chengcheng</font>,
4120              
4121            
4122          
4123        
4124          
4125          
4126          
4127            
4128              
4129                  <font color="#808080">Liu Zhou</font>,
4130              
4131            
4132          
4133        
4134          
4135          
4136          
4137            
4138              
4139                    and <b>Yu Lei ✉️</b>
4140              
4141            
4142          
4143        
4144      </div>
4145
4146      <div class="periodical">
4147      
4148        <em>Signal Processing, </em>
4149      
4150      
4151        2019
4152      
4153      </div>
4154
4155
4156    <div class="highlight">
4157      
4158    </div>
4159
4160    <div class="links">
4161    
4162    
4163    
4164        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
4165    
4166    
4167    
4168    
4169    
4170    
4171    
4172    
4173    
4174    
4175    </div>
4176
4177    <!-- Hidden abstract block -->
4178    
4179
4180    <!-- Hidden bibtex block -->
4181    
4182      <div class="bibtex hidden">
4183        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">lyu2019</span><span class="p">,</span>
4184  <span class="na">title</span> <span class="p">=</span> <span class="s">{Block-sparsity recovery via recurrent neural network}</span><span class="p">,</span>
4185  <span class="na">volume</span> <span class="p">=</span> <span class="s">{154}</span><span class="p">,</span>
4186  <span class="na">journal</span> <span class="p">=</span> <span class="s">{Signal Processing}</span><span class="p">,</span>
4187  <span class="na">author</span> <span class="p">=</span> <span class="s">{Lyu, Chengcheng and Liu, Zhou and Yu, Lei}</span><span class="p">,</span>
4188  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
4189  <span class="na">pages</span> <span class="p">=</span> <span class="s">{129--135}</span>
4190<span class="p">}</span></code></pre></figure>
4191      </div>
4192    
4193 
4194  </div>
4195</div>
4196</li>
4197<li>
4198  
4199
4200
4201</li>
4202<li>
4203  
4204
4205
4206
4207
4208<div class="row">
4209  <div class="col-sm-3">
4210    <img class="img-fluid" src="/assets/img/imgs_pub/yang2019.jpg" />
4211  
4212  </div>
4213
4214<div id="yang2019" class="col-sm-9">
4215    <div class="title">Live Demonstration: Real-Time Vi-SLAM With High-Resolution Event Camera</div>
4216    <div class="author">  
4217        
4218          
4219          
4220          
4221            
4222              
4223                  <font color="#808080">Yang Gongyu</font>,
4224              
4225            
4226          
4227        
4228          
4229          
4230          
4231            
4232              
4233                  <font color="#808080">Ye Qilin</font>,
4234              
4235            
4236          
4237        
4238          
4239          
4240          
4241            
4242              
4243                  <font color="#808080">He Wanjun</font>,
4244              
4245            
4246          
4247        
4248          
4249          
4250          
4251            
4252              
4253                  <font color="#808080">Zhou Lifeng</font>,
4254              
4255            
4256          
4257        
4258          
4259          
4260          
4261            
4262              
4263                  <font color="#808080">Chen Xinyu</font>,
4264              
4265            
4266          
4267        
4268          
4269          
4270          
4271            
4272              
4273                  <b>Yu Lei ✉️,</b> 
4274              
4275            
4276          
4277        
4278          
4279          
4280          
4281            
4282              
4283                  <font color="#808080">Yang Wen</font>,
4284              
4285            
4286          
4287        
4288          
4289          
4290          
4291            
4292              
4293                  <font color="#808080">Chen Shoushun</font>,
4294              
4295            
4296          
4297        
4298          
4299          
4300          
4301            
4302              
4303                <font color="#808080">and Li Wei</font>
4304              
4305            
4306          
4307        
4308      </div>
4309
4310      <div class="periodical">
4311      
4312        <em>In CVPR Workshops, </em>
4313      
4314      
4315        2019
4316      
4317      </div>
4318
4319
4320    <div class="highlight">
4321      
4322    </div>
4323
4324    <div class="links">
4325    
4326      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
4327    
4328    
4329    
4330        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
4331    
4332    
4333      <a href="https://openaccess.thecvf.com/content_CVPRW_2019/html/EventVision/Yang_Live_Demonstration_Real-Time_Vi-SLAM_With_High-Resolution_Event_Camera_CVPRW_2019_paper.html" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
4334    
4335    
4336    
4337    
4338    
4339    
4340    
4341    
4342      
4343      <a href="https://v.youku.com/v_show/id_XNTE3NzEyNjI4NA==.html" class="btn btn-sm z-depth-0" role="button" target="_blank">Slides</a>
4344      
4345    
4346    
4347    </div>
4348
4349    <!-- Hidden abstract block -->
4350    
4351      <div class="abstract hidden">
4352        <p>Event camera is bio-inspired vision sensors that output pixel-level brightness changes asynchronously. Compared to the conventional frame-based camera, it is 
4352with high dynamic range, low latency and high sensitivity, and thus can be exploited in SLAM to tackle the problem of occasions with high-speed camera moving and low-light scenes. In this demo, we implement the visual-inerial SLAM in real time with the recently released event camera, namely, CeleX-V. With the feature of high spatial resolution (1280×800) and low latency (\textless 0.5µs), the proposed method can provide frames with abundant textures and high time response, which leads to more stable tracking ability and better performance in SLAM system.</p>
4353      </div>
4354    
4355
4356    <!-- Hidden bibtex block -->
4357    
4358      <div class="bibtex hidden">
4359        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">yang2019</span><span class="p">,</span>
4360  <span class="na">title</span> <span class="p">=</span> <span class="s">{Live {Demonstration}: {Real}-{Time} {Vi}-{SLAM} {With} {High}-{Resolution} {Event} {Camera}}</span><span class="p">,</span>
4361  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR Workshops}</span><span class="p">,</span>
4362  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yang, Gongyu and Ye, Qilin and He, Wanjun and Zhou, Lifeng and Chen, Xinyu and Yu, Lei and Yang, Wen and Chen, Shoushun and Li, Wei}</span><span class="p">,</span>
4363  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
4364  <span class="na">pages</span> <span class="p">=</span> <span class="s">{2}</span>
4365<span class="p">}</span></code></pre></figure>
4366      </div>
4367    
4368 
4369  </div>
4370</div>
4371</li></ol> 
4372                    <h2 class="year">2018</h2>
4373                    <ol class="bibliography"><li>
4374  
4375
4376
4377
4378
4379<div class="row">
4380  <div class="col-sm-3">
4381  </div>
4382
4383<div id="liu2018" class="col-sm-9">
4384    <div class="title">Image restoration via Bayesian dictionary learning with nonlocal structured beta process</div>
4385    <div class="author">  
4386        
4387          
4388          
4389          
4390            
4391              
4392                  <font color="#808080">Liu Zhou</font>,
4393              
4394            
4395          
4396        
4397          
4398          
4399          
4400            
4401              
4402                  <b>Yu Lei ✉️,</b> 
4403              
4404            
4405          
4406        
4407          
4408          
4409          
4410            
4411              
4412                <font color="#808080">and Sun Hong</font>
4413              
4414            
4415          
4416        
4417      </div>
4418
4419      <div class="periodical">
4420      
4421        <em>Journal of Visual Communication and Image Representation, </em>
4422      
4423      
4424        2018
4425      
4426      </div>
4427
4428
4429    <div class="highlight">
4430      
4431    </div>
4432
4433    <div class="links">
4434    
4435    
4436    
4437        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
4438    
4439    
4440    
4441    
4442    
4443    
4444    
4445    
4446    
4447    
4448    </div>
4449
4450    <!-- Hidden abstract block -->
4451    
4452
4453    <!-- Hidden bibtex block -->
4454    
4455      <div class="bibtex hidden">
4456        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">liu2018</span><span class="p">,</span>
4457  <span class="na">title</span> <span class="p">=</span> <span class="s">{Image restoration via {Bayesian} dictionary learning with nonlocal structured beta process}</span><span class="p">,</span>
4458  <span class="na">volume</span> <span class="p">=</span> <span class="s">{52}</span><span class="p">,</span>
4459  <span class="na">journal</span> <span class="p">=</span> <span class="s">{Journal of Visual Communication and Image Representation}</span><span class="p">,</span>
4460  <span class="na">author</span> <span class="p">=</span> <span class="s">{Liu, Zhou and Yu, Lei and Sun, Hong}</span><span class="p">,</span>
4461  <span class="na">year</span> <span class="p">=</span> <span class="s">{2018}</span><span class="p">,</span>
4462  <span class="na">pages</span> <span class="p">=</span> <span class="s">{159--169}</span>
4463<span class="p">}</span></code></pre></figure>
4464      </div>
4465    
4466 
4467  </div>
4468</div>
4469</li>
4470<li>
4471  
4472
4473
4474
4475
4476<div class="row">
4477  <div class="col-sm-3">
4478  </div>
4479
4480<div id="zhang2018a" class="col-sm-9">
4481    <div class="title">Image Super-Resolution via RL-CSC: When Residual Learning Meets Convolutional Sparse Coding</div>
4482    <div class="author">  
4483        
4484          
4485          
4486          
4487            
4488              
4489                  <font color="#808080">Zhang Menglei</font>,
4490              
4491            
4492          
4493        
4494          
4495          
4496          
4497            
4498              
4499                  <font color="#808080">Liu Zhou</font>,
4500              
4501            
4502          
4503        
4504          
4505          
4506          
4507            
4508              
4509                    and <b>Yu Lei ✉️</b>
4510              
4511            
4512          
4513        
4514      </div>
4515
4516      <div class="periodical">
4517      
4518        <em>arXiv preprint arXiv:1812.11950, </em>
4519      
4520      
4521        2018
4522      
4523      </div>
4524
4525
4526    <div class="highlight">
4527      
4528    </div>
4529
4530    <div class="links">
4531    
4532    
4533    
4534        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
4535    
4536    
4537    
4538    
4539    
4540    
4541    
4542    
4543    
4544    
4545    </div>
4546
4547    <!-- Hidden abstract block -->
4548    
4549
4550    <!-- Hidden bibtex block -->
4551    
4552      <div class="bibtex hidden">
4553        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">zhang2018a</span><span class="p">,</span>
4554  <span class="na">title</span> <span class="p">=</span> <span class="s">{Image {Super}-{Resolution} via {RL}-{CSC}: {When} {Residual} {Learning} {Meets} {Convolutional} {Sparse} {Coding}}</span><span class="p">,</span>
4555  <span class="na">
4555journal</span> <span class="p">=</span> <span class="s">{arXiv preprint arXiv:1812.11950}</span><span class="p">,</span>
4556  <span class="na">author</span> <span class="p">=</span> <span class="s">{Zhang, Menglei and Liu, Zhou and Yu, Lei}</span><span class="p">,</span>
4557  <span class="na">year</span> <span class="p">=</span> <span class="s">{2018}</span>
4558<span class="p">}</span></code></pre></figure>
4559      </div>
4560    
4561 
4562  </div>
4563</div>
4564</li></ol> 
4565                    <h2 class="year">2017</h2>
4566                    <ol class="bibliography"><li>
4567  
4568
4569
4570
4571
4572<div class="row">
4573  <div class="col-sm-3">
4574    <img class="img-fluid" src="/assets/img/imgs_pub/yu2017.jpg" />
4575  
4576  </div>
4577
4578<div id="yu2017" class="col-sm-9">
4579    <div class="title">Dynamical sparse recovery with finite-time convergence</div>
4580    <div class="author">  
4581        
4582          
4583          
4584          
4585            
4586              
4587                  <b>Yu Lei ✉️,</b> 
4588              
4589            
4590          
4591        
4592          
4593          
4594          
4595            
4596              
4597                  <font color="#808080">Zheng Gang</font>,
4598              
4599            
4600          
4601        
4602          
4603          
4604          
4605            
4606              
4607                <font color="#808080">and Barbot Jean-Pierre</font>
4608              
4609            
4610          
4611        
4612      </div>
4613
4614      <div class="periodical">
4615      
4616        <em>IEEE Transactions on Signal Processing, </em>
4617      
4618      
4619        2017
4620      
4621      </div>
4622
4623
4624    <div class="highlight">
4625      
4626        🔥 <font color="#FF0000"><b>TOP Journal. Recover sparse signals with analog circuits.</b></font>
4627      
4628    </div>
4629
4630    <div class="links">
4631    
4632    
4633    
4634        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
4635    
4636    
4637    
4638    
4639    
4640    
4641    
4642    
4643    
4644    
4645    </div>
4646
4647    <!-- Hidden abstract block -->
4648    
4649
4650    <!-- Hidden bibtex block -->
4651    
4652      <div class="bibtex hidden">
4653        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2017</span><span class="p">,</span>
4654  <span class="na">title</span> <span class="p">=</span> <span class="s">{Dynamical sparse recovery with finite-time convergence}</span><span class="p">,</span>
4655  <span class="na">volume</span> <span class="p">=</span> <span class="s">{65}</span><span class="p">,</span>
4656  <span class="na">number</span> <span class="p">=</span> <span class="s">{23}</span><span class="p">,</span>
4657  <span class="na">journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Signal Processing}</span><span class="p">,</span>
4658  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Zheng, Gang and Barbot, Jean-Pierre}</span><span class="p">,</span>
4659  <span class="na">year</span> <span class="p">=</span> <span class="s">{2017}</span><span class="p">,</span>
4660  <span class="na">pages</span> <span class="p">=</span> <span class="s">{6146--6157}</span>
4661<span class="p">}</span></code></pre></figure>
4662      </div>
4663    
4664 
4665  </div>
4666</div>
4667</li>
4668<li>
4669  
4670
4671
4672
4673
4674<div class="row">
4675  <div class="col-sm-3">
4676    <img class="img-fluid" src="/assets/img/imgs_pub/hu2017.jpg" />
4677  
4678  </div>
4679
4680<div id="hu2017" class="col-sm-9">
4681    <div class="title">Sparse Bayesian learning for image rectification with transform invariant low-rank textures</div>
4682    <div class="author">  
4683        
4684          
4685          
4686          
4687            
4688              
4689                  <font color="#808080">Hu Shihui</font>,
4690              
4691            
4692          
4693        
4694          
4695          
4696          
4697            
4698              
4699                  <font color="#808080">Liu Zhou</font>,
4700              
4701            
4702          
4703        
4704          
4705          
4706          
4707            
4708              
4709                  <b>Yu Lei ✉️,</b> 
4710              
4711            
4712          
4713        
4714          
4715          
4716          
4717            
4718              
4719                <font color="#808080">and Sun Hong</font>
4720              
4721            
4722          
4723        
4724      </div>
4725
4726      <div class="periodical">
4727      
4728        <em>Signal Processing, </em>
4729      
4730      
4731        2017
4732      
4733      </div>
4734
4735
4736    <div class="highlight">
4737      
4738    </div>
4739
4740    <div class="links">
4741    
4742    
4743    
4744        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
4745    
4746    
4747    
4748    
4749    
4750    
4751    
4752    
4753    
4754    
4755    </div>
4756
4757    <!-- Hidden abstract block -->
4758    
4759
4760    <!-- Hidden bibtex block -->
4761    
4762      <div class="bibtex hidden">
4763        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">hu2017</span><span class="p">,</span>
4764  <span class="na">title</span> <span class="p">=</span> <span class="s">{Sparse {Bayesian} learning for image rectification with transform invariant low-rank textures}</span><span class="p">,</span>
4765  <span class="na">volume</span> <span class="p">=</span> <span class="s">{137}</span><span class="p">,</span>
4766  <span class="na">
4766journal</span> <span class="p">=</span> <span class="s">{Signal Processing}</span><span class="p">,</span>
4767  <span class="na">author</span> <span class="p">=</span> <span class="s">{Hu, Shihui and Liu, Zhou and Yu, Lei and Sun, Hong}</span><span class="p">,</span>
4768  <span class="na">year</span> <span class="p">=</span> <span class="s">{2017}</span><span class="p">,</span>
4769  <span class="na">pages</span> <span class="p">=</span> <span class="s">{298--308}</span>
4770<span class="p">}</span></code></pre></figure>
4771      </div>
4772    
4773 
4774  </div>
4775</div>
4776</li></ol> 
4777                    <h2 class="year">2015</h2>
4778                    <ol class="bibliography"><li>
4779  
4780
4781
4782
4783
4784<div class="row">
4785  <div class="col-sm-3">
4786    <img class="img-fluid" src="/assets/img/imgs_pub/yu2015.jpg" />
4787  
4788  </div>
4789
4790<div id="yu2015" class="col-sm-9">
4791    <div class="title">Model based Bayesian compressive sensing via local beta process</div>
4792    <div class="author">  
4793        
4794          
4795          
4796          
4797            
4798              
4799                  <b>Yu Lei ✉️,</b> 
4800              
4801            
4802          
4803        
4804          
4805          
4806          
4807            
4808              
4809                  <font color="#808080">Sun Hong</font>,
4810              
4811            
4812          
4813        
4814          
4815          
4816          
4817            
4818              
4819                  <font color="#808080">Zheng Gang</font>,
4820              
4821            
4822          
4823        
4824          
4825          
4826          
4827            
4828              
4829                <font color="#808080">and Barbot Jean Pierre</font>
4830              
4831            
4832          
4833        
4834      </div>
4835
4836      <div class="periodical">
4837      
4838        <em>Signal Processing, </em>
4839      
4840      
4841        2015
4842      
4843      </div>
4844
4845
4846    <div class="highlight">
4847      
4848    </div>
4849
4850    <div class="links">
4851    
4852    
4853    
4854        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
4855    
4856    
4857    
4858    
4859    
4860    
4861      <a href="https://sites.google.com/site/link2yulei/publications/materials/BCS_LBP_Package.zip?attredirects=0&amp;d=1" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
4862    
4863    
4864    
4865    
4866    
4867    </div>
4868
4869    <!-- Hidden abstract block -->
4870    
4871
4872    <!-- Hidden bibtex block -->
4873    
4874      <div class="bibtex hidden">
4875        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2015</span><span class="p">,</span>
4876  <span class="na">title</span> <span class="p">=</span> <span class="s">{Model based {Bayesian} compressive sensing via local beta process}</span><span class="p">,</span>
4877  <span class="na">volume</span> <span class="p">=</span> <span class="s">{108}</span><span class="p">,</span>
4878  <span class="na">journal</span> <span class="p">=</span> <span class="s">{Signal Processing}</span><span class="p">,</span>
4879  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Sun, Hong and Zheng, Gang and Barbot, Jean Pierre}</span><span class="p">,</span>
4880  <span class="na">year</span> <span class="p">=</span> <span class="s">{2015}</span><span class="p">,</span>
4881  <span class="na">pages</span> <span class="p">=</span> <span class="s">{259--271}</span>
4882<span class="p">}</span></code></pre></figure>
4883      </div>
4884    
4885 
4886  </div>
4887</div>
4888</li></ol> 
4889                    <h2 class="year">2012</h2>
4890                    <ol class="bibliography"><li>
4891  
4892
4893
4894
4895
4896<div class="row">
4897  <div class="col-sm-3">
4898    <img class="img-fluid" src="/assets/img/imgs_pub/yu2012.jpg" />
4899  
4900  </div>
4901
4902<div id="yu2012" class="col-sm-9">
4903    <div class="title">Bayesian compressive sensing for cluster structured sparse signals</div>
4904    <div class="author">  
4905        
4906          
4907          
4908          
4909            
4910              
4911                  <b>Yu Lei ✉️,</b> 
4912              
4913            
4914          
4915        
4916          
4917          
4918          
4919            
4920              
4921                  <font color="#808080">Sun Hong</font>,
4922              
4923            
4924          
4925        
4926          
4927          
4928          
4929            
4930              
4931                  <font color="#808080">Barbot Jean-Pierre</font>,
4932              
4933            
4934          
4935        
4936          
4937          
4938          
4939            
4940              
4941                <font color="#808080">and Zheng Gang</font>
4942              
4943            
4944          
4945        
4946      </div>
4947
4948      <div class="periodical">
4949      
4950        <em>Signal processing, </em>
4951      
4952      
4953        2012
4954      
4955      </div>
4956
4957
4958    <div class="highlight">
4959      
4960        🔥 <font color="#FF0000"><b>A nonparametric approach to recover cluster / block sparse signals</b></font>
4961      
4962    </div>
4963
4964    <div class="links">
4965    
4966    
4967    
4968        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
4969    
4970    
4971      <a href="https://sites.google.com/site/link2yulei/research" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
4972    
4973    
4974    
4975    
4976    
4977      <a href="https://sites.google.com/site/link2yulei/publications/materials/CluSS_MCMCPackage.zip?attredirects=0" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
4978    
4979    
4980    
4981    
4982    
4983    </div>
4984
4985    <!-- Hidden abstract block -->
4986    
4987
4988    <!-- Hidden bibtex block -->
4989    
4990      <div class="bibtex hidden">
4991        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2012</span><span class="p">,</span>
4992  <span class="na">title</span> <span class="p">=</span> <span class="s">{Bayesian compressive sensing for cluster structured sparse signals}</span><span class="p">,</span>
4993  <span class="na">volume</span> <span class="p">=</span> <span class="s">{92}</span><span class="p">,</span>
4994  <span class="na">number</span> <span class="p">=</span> <span class="s">{1}</span><span class="p">,</span>
4995  <span class="na">
4995journal</span> <span class="p">=</span> <span class="s">{Signal processing}</span><span class="p">,</span>
4996  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Sun, Hong and Barbot, Jean-Pierre and Zheng, Gang}</span><span class="p">,</span>
4997  <span class="na">year</span> <span class="p">=</span> <span class="s">{2012}</span><span class="p">,</span>
4998  <span class="na">pages</span> <span class="p">=</span> <span class="s">{259--269}</span>
4999<span class="p">}</span></code></pre></figure>
5000      </div>
5001    
5002 
5003  </div>
5004</div>
5005</li></ol> 
5006                    <h2 class="year">2010</h2>
5007                    <ol class="bibliography"><li>
5008  
5009
5010
5011
5012
5013<div class="row">
5014  <div class="col-sm-3">
5015    <img class="img-fluid" src="/assets/img/imgs_pub/yu2010.jpg" />
5016  
5017  </div>
5018
5019<div id="yu2010f" class="col-sm-9">
5020    <div class="title">Compressive sensing with chaotic sequence</div>
5021    <div class="author">  
5022        
5023          
5024          
5025          
5026            
5027              
5028                  <b>Yu Lei ✉️,</b> 
5029              
5030            
5031          
5032        
5033          
5034          
5035          
5036            
5037              
5038                  <font color="#808080">Barbot Jean Pierre</font>,
5039              
5040            
5041          
5042        
5043          
5044          
5045          
5046            
5047              
5048                  <font color="#808080">Zheng Gang</font>,
5049              
5050            
5051          
5052        
5053          
5054          
5055          
5056            
5057              
5058                <font color="#808080">and Sun Hong</font>
5059              
5060            
5061          
5062        
5063      </div>
5064
5065      <div class="periodical">
5066      
5067        <em>IEEE Signal Processing Letters, </em>
5068      
5069      
5070        2010
5071      
5072      </div>
5073
5074
5075    <div class="highlight">
5076      
5077        🔥 <font color="#FF0000"><b>A theoretical analysis of chaotic compressive sensing.</b></font>
5078      
5079    </div>
5080
5081    <div class="links">
5082    
5083    
5084    
5085        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
5086    
5087    
5088    
5089    
5090    
5091    
5092    
5093    
5094    
5095    
5096    </div>
5097
5098    <!-- Hidden abstract block -->
5099    
5100
5101    <!-- Hidden bibtex block -->
5102    
5103      <div class="bibtex hidden">
5104        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2010f</span><span class="p">,</span>
5105  <span class="na">title</span> <span class="p">=</span> <span class="s">{Compressive sensing with chaotic sequence}</span><span class="p">,</span>
5106  <span class="na">volume</span> <span class="p">=</span> <span class="s">{17}</span><span class="p">,</span>
5107  <span class="na">number</span> <span class="p">=</span> <span class="s">{8}</span><span class="p">,</span>
5108  <span class="na">journal</span> <span class="p">=</span> <span class="s">{IEEE Signal Processing Letters}</span><span class="p">,</span>
5109  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Barbot, Jean Pierre and Zheng, Gang and Sun, Hong}</span><span class="p">,</span>
5110  <span class="na">year</span> <span class="p">=</span> <span class="s">{2010}</span><span class="p">,</span>
5111  <span class="na">pages</span> <span class="p">=</span> <span class="s">{731--734}</span>
5112<span class="p">}</span></code></pre></figure>
5113      </div>
5114    
5115 
5116  </div>
5117</div>
5118</li>
5119<li>
5120  
5121
5122
5123
5124
5125<div class="row">
5126  <div class="col-sm-3">
5127    <img class="img-fluid" src="/assets/img/imgs_pub/yu2011.jpg" />
5128  
5129  </div>
5130
5131<div id="yu2010g" class="col-sm-9">
5132    <div class="title">Observability forms for switched systems with zeno phenomenon or high switching frequency</div>
5133    <div class="author">  
5134        
5135          
5136          
5137          
5138            
5139              
5140                  <b>Yu Lei ✉️,</b> 
5141              
5142            
5143          
5144        
5145          
5146          
5147          
5148            
5149              
5150                  <font color="#808080">Barbot Jean-Pierre</font>,
5151              
5152            
5153          
5154        
5155          
5156          
5157          
5158            
5159              
5160                  <font color="#808080">Boutat Driss</font>,
5161              
5162            
5163          
5164        
5165          
5166          
5167          
5168            
5169              
5170                <font color="#808080">and Benmerzouk Djamila</font>
5171              
5172            
5173          
5174        
5175      </div>
5176
5177      <div class="periodical">
5178      
5179        <em>IEEE Transactions on Automatic Control, </em>
5180      
5181      
5182        2010
5183      
5184      </div>
5185
5186
5187    <div class="highlight">
5188      
5189        🔥 <font color="#FF0000"><b>Top Journal</b></font>
5190      
5191    </div>
5192
5193    <div class="links">
5194    
5195    
5196    
5197        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
5198    
5199    
5200    
5201    
5202    
5203    
5204    
5205    
5206    
5207    
5208    </div>
5209
5210    <!-- Hidden abstract block -->
5211    
5212
5213    <!-- Hidden bibtex block -->
5214    
5215      <div class="bibtex hidden">
5216        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2010g</span><span class="p">,</span>
5217  <span class="na">title</span> <span class="p">=</span> <span class="s">{Observability forms for switched systems with zeno phenomenon or high switching frequency}</span><span class="p">,</span>
5218  <span class="na">volume</span> <span class="p">=</span> <span class="s">{56}</span><span class="p">,</span>
5219  <span class="na">number</span> <span class="p">=</span> <span class="s">{2}</span><span class="p">,</span>
5220  <span class="na">
5220journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Automatic Control}</span><span class="p">,</span>
5221  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Barbot, Jean-Pierre and Boutat, Driss and Benmerzouk, Djamila}</span><span class="p">,</span>
5222  <span class="na">year</span> <span class="p">=</span> <span class="s">{2010}</span><span class="p">,</span>
5223  <span class="na">pages</span> <span class="p">=</span> <span class="s">{436--441}</span>
5224<span class="p">}</span></code></pre></figure>
5225      </div>
5226    
5227 
5228  </div>
5229</div>
5230</li></ol> 
5231                </div>
5232            </div>
5233            <div class="tab-pane fade" id="list-category" role="tabpanel" aria-labelledby="list-category-list">
5234                <div class="publications">
5235                    
5236                    <h2 class="year">Event Camera</h2>
5237                    <ol class="bibliography"><li>
5238  
5239
5240
5241
5242
5243<div class="row">
5244  <div class="col-sm-3">
5245    <img class="img-fluid" src="/assets/img/imgs_pub/e-enf.png" />
5246  
5247  </div>
5248
5249<div id="xu2023seeing" class="col-sm-9">
5250    <div class="title">"Seeing" Electric Network Frequency From Events</div>
5251    <div class="author">  
5252        
5253          
5254          
5255          
5256            
5257              
5258                  <font color="#808080">Xu Lexuan</font>,
5259              
5260            
5261          
5262        
5263          
5264          
5265          
5266            
5267              
5268                  <font color="#808080">Hua Guang</font>,
5269              
5270            
5271          
5272        
5273          
5274          
5275          
5276            
5277              
5278                  <font color="#808080">Zhang Haijian</font>,
5279              
5280            
5281          
5282        
5283          
5284          
5285          
5286            
5287              
5288                  <b>Yu Lei ✉️,</b> 
5289              
5290            
5291          
5292        
5293          
5294          
5295          
5296            
5297              
5298                <font color="#808080">and Qiao Ning</font>
5299              
5300            
5301          
5302        
5303      </div>
5304
5305      <div class="periodical">
5306      
5307        <em>In CVPR, </em>
5308      
5309      
5310        2023
5311      
5312      </div>
5313
5314
5315    <div class="highlight">
5316      
5317        🔥 <font color="#FF0000"><b>First work on event-based ENF estimation!</b></font>
5318      
5319    </div>
5320
5321    <div class="links">
5322    
5323    
5324    
5325        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
5326    
5327    
5328      <a href="https://xlx-creater.github.io/E-ENF/" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
5329    
5330    
5331    
5332    
5333    
5334    
5335    
5336    
5337    
5338    </div>
5339
5340    <!-- Hidden abstract block -->
5341    
5342
5343    <!-- Hidden bibtex block -->
5344    
5345      <div class="bibtex hidden">
5346        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">xu2023seeing</span><span class="p">,</span>
5347  <span class="na">title</span> <span class="p">=</span> <span class="s">{"Seeing" Electric Network Frequency From Events}</span><span class="p">,</span>
5348  <span class="na">author</span> <span class="p">=</span> <span class="s">{Xu, Lexuan and Hua, Guang and Zhang, Haijian and Yu, Lei and Qiao, Ning}</span><span class="p">,</span>
5349  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR}</span><span class="p">,</span>
5350  <span class="na">pages</span> <span class="p">=</span> <span class="s">{18022--18031}</span><span class="p">,</span>
5351  <span class="na">year</span> <span class="p">=</span> <span class="s">{2023}</span>
5352<span class="p">}</span></code></pre></figure>
5353      </div>
5354    
5355 
5356  </div>
5357</div>
5358</li>
5359<li>
5360  
5361
5362
5363
5364
5365<div class="row">
5366  <div class="col-sm-3">
5367    <img class="img-fluid" src="/assets/img/imgs_pub/esl2022.png" />
5368  
5369  </div>
5370
5371<div id="yu2022b" class="col-sm-9">
5372    <div class="title">Learning to Super-Resolve Blurry Images with Events</div>
5373    <div class="author">  
5374        
5375          
5376          
5377          
5378            
5379              
5380                  <b>Yu Lei ✉️,</b> 
5381              
5382            
5383          
5384        
5385          
5386          
5387          
5388            
5389              
5390                  <font color="#808080">Wang Bishan</font>,
5391              
5392            
5393          
5394        
5395          
5396          
5397          
5398            
5399              
5400                  <font color="#808080">Zhang Xiang</font>,
5401              
5402            
5403          
5404        
5405          
5406          
5407          
5408            
5409              
5410                  <font color="#808080">Zhang Haijian</font>,
5411              
5412            
5413          
5414        
5415          
5416          
5417          
5418            
5419              
5420                  <font color="#808080">Yang Wen</font>,
5421              
5422            
5423          
5424        
5425          
5426          
5427          
5428            
5429              
5430                  <font color="#808080">Liu Jianzhuang</font>,
5431              
5432            
5433          
5434        
5435          
5436          
5437          
5438            
5439              
5440                <font color="#808080">and Xia Guisong</font>
5441              
5442            
5443          
5444        
5445      </div>
5446
5447      <div class="periodical">
5448      
5449        <em>IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI), </em>
5450      
5451      
5452        2023
5453      
5454      </div>
5455
5456
5457    <div class="highlight">
5458      
5459        🔥 <font color="#FF0000"><b>Top Journal</b></font>
5460      
5461    </div>
5462
5463    <div class="links">
5464    
5465    
5466    
5467        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
5468    
5469    
5470    
5471    
5472    
5473    
5474      <a href="https://github.com/ShinyWang33/eSL-Net-Plusplus/" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
5475    
5476    
5477    
5478    
5479    
5480    </div>
5481
5482    <!-- Hidden abstract block -->
5483    
5484
5485    <!-- Hidden bibtex block -->
5486    
5487      <div class="bibtex hidden">
5488        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2022b</span><span class="p">,</span>
5489  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Wang, Bishan and Zhang, Xiang and Zhang, Haijian and Yang, Wen and Liu, Jianzhuang and Xia, Guisong}</span><span class="p">,</span>
5490  <span class="na">
5490journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI)}</span><span class="p">,</span>
5491  <span class="na">number</span> <span class="p">=</span> <span class="s">{0}</span><span class="p">,</span>
5492  <span class="na">title</span> <span class="p">=</span> <span class="s">{Learning to Super-Resolve Blurry Images with Events}</span><span class="p">,</span>
5493  <span class="na">volume</span> <span class="p">=</span> <span class="s">{0}</span><span class="p">,</span>
5494  <span class="na">year</span> <span class="p">=</span> <span class="s">{2023}</span>
5495<span class="p">}</span></code></pre></figure>
5496      </div>
5497    
5498 
5499  </div>
5500</div>
5501</li>
5502<li>
5503  
5504
5505
5506
5507
5508<div class="row">
5509  <div class="col-sm-3">
5510    <img class="img-fluid" src="/assets/img/imgs_pub/ICCV-overview.jpg" />
5511  
5512  </div>
5513
5514<div id="Zhang2023" class="col-sm-9">
5515    <div class="title">Generalizing Event-Based Motion Deblurring in Real-World Scenarios</div>
5516    <div class="author">  
5517        
5518          
5519          
5520          
5521            
5522              
5523                  <font color="#808080">Zhang Xiang</font>,
5524              
5525            
5526          
5527        
5528          
5529          
5530          
5531            
5532              
5533                  <b>Yu Lei ✉️,</b> 
5534              
5535            
5536          
5537        
5538          
5539          
5540          
5541            
5542              
5543                  <font color="#808080">Yang Wen</font>,
5544              
5545            
5546          
5547        
5548          
5549          
5550          
5551            
5552              
5553                  <font color="#808080">Liu Jianzhuang</font>,
5554              
5555            
5556          
5557        
5558          
5559          
5560          
5561            
5562              
5563                <font color="#808080">and Xia Gui-Song</font>
5564              
5565            
5566          
5567        
5568      </div>
5569
5570      <div class="periodical">
5571      
5572        <em>In ICCV, </em>
5573      
5574      
5575        2023
5576      
5577      </div>
5578
5579
5580    <div class="highlight">
5581      
5582    </div>
5583
5584    <div class="links">
5585    
5586    
5587    
5588        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
5589    
5590    
5591      <a href="https://github.com/xiangz-0/gem" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
5592    
5593    
5594    
5595    
5596    
5597    
5598    
5599    
5600    
5601    </div>
5602
5603    <!-- Hidden abstract block -->
5604    
5605
5606    <!-- Hidden bibtex block -->
5607    
5608      <div class="bibtex hidden">
5609        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">Zhang2023</span><span class="p">,</span>
5610  <span class="na">author</span> <span class="p">=</span> <span class="s">{Zhang, Xiang and Yu, Lei and Yang, Wen and Liu, Jianzhuang and Xia, Gui-Song}</span><span class="p">,</span>
5611  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{ICCV}</span><span class="p">,</span>
5612  <span class="na">title</span> <span class="p">=</span> <span class="s">{Generalizing Event-Based Motion Deblurring in Real-World Scenarios}</span><span class="p">,</span>
5613  <span class="na">year</span> <span class="p">=</span> <span class="s">{2023}</span>
5614<span class="p">}</span></code></pre></figure>
5615      </div>
5616    
5617 
5618  </div>
5619</div>
5620</li>
5621<li>
5622  
5623
5624
5625
5626
5627<div class="row">
5628  <div class="col-sm-3">
5629    <img class="img-fluid" src="/assets/img/esai_proj/esai_cvpr.jpg" />
5630  
5631  </div>
5632
5633<div id="yu2022" class="col-sm-9">
5634    <div class="title">Learning to See Through with Events</div>
5635    <div class="author">  
5636        
5637          
5638          
5639          
5640            
5641              
5642                  <b>Yu Lei ✉️,</b> 
5643              
5644            
5645          
5646        
5647          
5648          
5649          
5650            
5651              
5652                  <font color="#808080">Zhang Xiang</font>,
5653              
5654            
5655          
5656        
5657          
5658          
5659          
5660            
5661              
5662                  <font color="#808080">Liao Wei</font>,
5663              
5664            
5665          
5666        
5667          
5668          
5669          
5670            
5671              
5672                  <font color="#808080">Yang Wen</font>,
5673              
5674            
5675          
5676        
5677          
5678          
5679          
5680            
5681              
5682                <font color="#808080">and Xia Gui-Song</font>
5683              
5684            
5685          
5686        
5687      </div>
5688
5689      <div class="periodical">
5690      
5691        <em>IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI), </em>
5692      
5693      
5694        2023
5695      
5696      </div>
5697
5698
5699    <div class="highlight">
5700      
5701        🔥 <font color="#FF0000"><b>Top Journal!</b></font>
5702      
5703    </div>
5704
5705    <div class="links">
5706    
5707    
5708    
5709        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
5710    
5711    
5712      <a href="https://ieeexplore.ieee.org/document/9973388" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
5713    
5714    
5715      
5716      <a href="https://arxiv.org/abs/2212.02219" class="btn btn-sm z-depth-0" role="button" target="_blank">PDF</a>
5717      
5718    
5719    
5720    
5721    
5722      <a href="https://github.com/dvs-whu/E-SAI" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
5723    
5724    
5725      <a href="https://drive.google.com/file/d/19SnoRfVgvKlUspAyzbBhtXszXkh5NsbS/view?usp=sharing" class="btn btn-sm z-depth-0" role="button" target="_blank">Dataset</a>
5726    
5727    
5728    
5729    
5730    </div>
5731
5732    <!-- Hidden abstract block -->
5733    
5734
5735    <!-- Hidden bibtex block -->
5736    
5737      <div class="bibtex hidden">
5738        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2022</span><span class="p">,</span>
5739  <span class="na">title</span> <span class="p">=</span> <span class="s">{Learning to See Through with Events}</span><span class="p">,</span>
5740  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Zhang, Xiang and Liao, Wei and Yang, Wen and Xia, Gui-Song}</span><span class="p">,</span>
5741  <span class="na">year</span> <span class="p">=</span> <span class="s">{2023}</span><span class="p">,</span>
5742  <span class="na">
5742journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI)}</span><span class="p">,</span>
5743  <span class="na">dataset</span> <span class="p">=</span> <span class="s">{https://drive.google.com/file/d/19SnoRfVgvKlUspAyzbBhtXszXkh5NsbS/view?usp=sharing}</span>
5744<span class="p">}</span></code></pre></figure>
5745      </div>
5746    
5747 
5748  </div>
5749</div>
5750</li>
5751<li>
5752  
5753
5754
5755
5756
5757<div class="row">
5758  <div class="col-sm-3">
5759    <img class="img-fluid" src="/assets/img/autofocus.png" />
5760  
5761  </div>
5762
5763<div id="Lin2022" class="col-sm-9">
5764    <div class="title">Autofocus for event cameras</div>
5765    <div class="author">  
5766        
5767          
5768          
5769          
5770            
5771              
5772                  <font color="#808080">Lin Shijie</font>,
5773              
5774            
5775          
5776        
5777          
5778          
5779          
5780            
5781              
5782                  <font color="#808080">Zhang Y</font>,
5783              
5784            
5785          
5786        
5787          
5788          
5789          
5790            
5791              
5792                  <b>Yu Lei,</b> 
5793              
5794            
5795          
5796        
5797          
5798          
5799          
5800            
5801              
5802                  <font color="#808080">Zhou B.</font>,
5803              
5804            
5805          
5806        
5807          
5808          
5809          
5810            
5811              
5812                  <font color="#808080">Luo X.</font>,
5813              
5814            
5815          
5816        
5817          
5818          
5819          
5820            
5821              
5822                <font color="#808080">and Pan Jian</font>
5823              
5824            
5825          
5826        
5827      </div>
5828
5829      <div class="periodical">
5830      
5831        <em>In CVPR, </em>
5832      
5833      
5834        2022
5835      
5836      </div>
5837
5838
5839    <div class="highlight">
5840      
5841        🔥 <font color="#FF0000"><b>Oral paper</b></font>
5842      
5843    </div>
5844
5845    <div class="links">
5846    
5847    
5848      <a href="http://arxiv.org/abs/2203.12321" class="btn btn-sm z-depth-0" role="button" target="_blank">arXiv</a>
5849    
5850    
5851        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
5852    
5853    
5854    
5855    
5856    
5857    
5858      <a href="https://eleboss.github.io/eaf_webpage/" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
5859    
5860    
5861    
5862    
5863    
5864    </div>
5865
5866    <!-- Hidden abstract block -->
5867    
5868
5869    <!-- Hidden bibtex block -->
5870    
5871      <div class="bibtex hidden">
5872        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">Lin2022</span><span class="p">,</span>
5873  <span class="na">title</span> <span class="p">=</span> <span class="s">{Autofocus for event cameras}</span><span class="p">,</span>
5874  <span class="na">author</span> <span class="p">=</span> <span class="s">{Lin, Shijie and Zhang, Y and Yu, Lei and Zhou, B. and Luo, X. and Pan, Jian}</span><span class="p">,</span>
5875  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR}</span><span class="p">,</span>
5876  <span class="na">year</span> <span class="p">=</span> <span class="s">{2022}</span>
5877<span class="p">}</span></code></pre></figure>
5878      </div>
5879    
5880 
5881  </div>
5882</div>
5883</li>
5884<li>
5885  
5886
5887
5888
5889
5890<div class="row">
5891  <div class="col-sm-3">
5892    <img class="img-fluid" src="/assets/img/efsai.png" />
5893  
5894  </div>
5895
5896<div id="Liao2022" class="col-sm-9">
5897    <div class="title">Synthetic aperture imaging with events and frames</div>
5898    <div class="author">  
5899        
5900          
5901          
5902          
5903            
5904              
5905                  <font color="#808080">Liao Wei</font>,
5906              
5907            
5908          
5909        
5910          
5911          
5912          
5913            
5914              
5915                  <font color="#808080">Zhang Xiang</font>,
5916              
5917            
5918          
5919        
5920          
5921          
5922          
5923            
5924              
5925                  <b>Yu Lei ✉️,</b> 
5926              
5927            
5928          
5929        
5930          
5931          
5932          
5933            
5934              
5935                  <font color="#808080">Lin Shijie</font>,
5936              
5937            
5938          
5939        
5940          
5941          
5942          
5943            
5944              
5945                  <font color="#808080">Yang Wen</font>,
5946              
5947            
5948          
5949        
5950          
5951          
5952          
5953            
5954              
5955                <font color="#808080">and Qiao Ning</font>
5956              
5957            
5958          
5959        
5960      </div>
5961
5962      <div class="periodical">
5963      
5964        <em>In CVPR, </em>
5965      
5966      
5967        2022
5968      
5969      </div>
5970
5971
5972    <div class="highlight">
5973      
5974        🔥 <font color="#FF0000"><b>A new SAI method by fusing events and frames.</b></font>
5975      
5976    </div>
5977
5978    <div class="links">
5979    
5980    
5981    
5982        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
5983    
5984    
5985    
5986    
5987    
5988    
5989      <a href="https://github.com/smjsc/EF-SAI" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
5990    
5991    
5992    
5993    
5994    
5995    </div>
5996
5997    <!-- Hidden abstract block -->
5998    
5999
6000    <!-- Hidden bibtex block -->
6001    
6002      <div class="bibtex hidden">
6003        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">Liao2022</span><span class="p">,</span>
6004  <span class="na">title</span> <span class="p">=</span> <span class="s">{Synthetic aperture imaging with events and frames}</span><span class="p">,</span>
6005  <span class="na">author</span> <span class="p">=</span> <span class="s">{Liao, Wei and Zhang, Xiang and Yu, Lei and Lin, Shijie and Yang, Wen and Qiao, Ning}</span><span class="p">,</span>
6006  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR}</span><span class="p">,</span>
6007  <span class="na">year</span> <span class="p">=</span> <span class="s">{2022}</span>
6008<span class="p">}</span></code></pre></figure>
6009      </div>
6010    
6011 
6012  </div>
6013</div>
6014</li>
6015<li>
6016  
6017
6018
6019
6020
6021<div class="row">
6022  <div class="col-sm-3">
6023    <img class="img-fluid" src="/assets/img/evdi.png" />
6024  
6025  </div>
6026
6027<div id="Zhang2022" class="col-sm-9">
6028    <div class="title">Unifying motion deblurring and frame interpolation with events</div>
6029    <div class="author">  
6030        
6031          
6032          
6033          
6034            
6035              
6036                  <font color="#808080">Zhang Xiang</font>,
6037              
6038            
6039          
6040        
6041          
6042          
6043          
6044            
6045              
6046                    and <b>Yu Lei ✉️</b>
6047              
6048            
6049          
6050        
6051      </div>
6052
6053      <div class="periodical">
6054      
6055        <em>In CVPR, </em>
6056      
6057      
6058        2022
6059      
6060      </div>
6061
6062
6063    <div class="highlight">
6064      
6065        🔥 <font color="#FF0000"><b>Self-supervised EVDI</b></font>
6066      
6067    </div>
6068
6069    <div class="links">
6070    
6071    
6072      <a href="http://arxiv.org/abs/2203.12178" class="btn btn-sm z-depth-0" role="button" target="_blank">arXiv</a>
6073    
6074    
6075        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
6076    
6077    
6078    
6079    
6080    
6081    
6082      <a href="https://github.com/XiangZ-0/EVDI" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
6083    
6084    
6085    
6086    
6087    
6088    </div>
6089
6090    <!-- Hidden abstract block -->
6091    
6092
6093    <!-- Hidden bibtex block -->
6094    
6095      <div class="bibtex hidden">
6096        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">Zhang2022</span><span class="p">,</span>
6097  <span class="na">title</span> <span class="p">=</span> <span class="s">{Unifying motion deblurring and frame interpolation with events}</span><span class="p">,</span>
6098  <span class="na">author</span> <span class="p">=</span> <span class="s">{Zhang, Xiang and Yu, Lei}</span><span class="p">,</span>
6099  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR}</span><span class="p">,</span>
6100  <span class="na">year</span> <span class="p">=</span> <span class="s">{2022}</span>
6101<span class="p">}</span></code></pre></figure>
6102      </div>
6103    
6104 
6105  </div>
6106</div>
6107</li>
6108<li>
6109  
6110
6111
6112
6113
6114<div class="row">
6115  <div class="col-sm-3">
6116    <img class="img-fluid" src="/assets/img/red_iccv21/framework1.png" />
6117  
6118  </div>
6119
6120<div id="xu2021" class="col-sm-9">
6121    <div class="title">Motion Deblurring with Real Events</div>
6122    <div class="author">  
6123        
6124          
6125          
6126          
6127            
6128              
6129                  <font color="#808080">Xu Fang</font>,
6130              
6131            
6132          
6133        
6134          
6135          
6136          
6137            
6138              
6139                  <b>Yu Lei ✉️,</b> 
6140              
6141            
6142          
6143        
6144          
6145          
6146          
6147            
6148              
6149                  <font color="#808080">Wang Bishan</font>,
6150              
6151            
6152          
6153        
6154          
6155          
6156          
6157            
6158              
6159                  <font color="#808080">Yang Wen</font>,
6160              
6161            
6162          
6163        
6164          
6165          
6166          
6167            
6168              
6169                  <font color="#808080">Xia Guisong</font>,
6170              
6171            
6172          
6173        
6174          
6175          
6176          
6177            
6178              
6179                  <font color="#808080">Jia Xu</font>,
6180              
6181            
6182          
6183        
6184          
6185          
6186          
6187            
6188              
6189                  <font color="#808080">Qiao Zhendong</font>,
6190              
6191            
6192          
6193        
6194          
6195          
6196          
6197            
6198              
6199                <font color="#808080">and Liu Jianzhuang</font>
6200              
6201            
6202          
6203        
6204      </div>
6205
6206      <div class="periodical">
6207      
6208        <em>In ICCV, </em>
6209      
6210      
6211        2021
6212      
6213      </div>
6214
6215
6216    <div class="highlight">
6217      
6218        🔥 <font color="#FF0000"><b>A new framework to learn deblurring with real-world events</b></font>
6219      
6220    </div>
6221
6222    <div class="links">
6223    
6224    
6225    
6226        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
6227    
6228    
6229    
6230    
6231    
6232    
6233      <a href="https://github.com/xufangchn/Motion-Deblurring-with-Real-Events" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
6234    
6235    
6236    
6237    
6238    
6239    </div>
6240
6241    <!-- Hidden abstract block -->
6242    
6243
6244    <!-- Hidden bibtex block -->
6245    
6246      <div class="bibtex hidden">
6247        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">xu2021</span><span class="p">,</span>
6248  <span class="na">author</span> <span class="p">=</span> <span class="s">{Xu, Fang and Yu, Lei and Wang, Bishan and Yang, Wen and Xia, Guisong and Jia, Xu and Qiao, Zhendong and Liu, Jianzhuang}</span><span class="p">,</span>
6249  <span class="na">title</span> <span class="p">=</span> <span class="s">{Motion Deblurring with Real Events}</span><span class="p">,</span>
6250  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{ICCV}</span><span class="p">,</span>
6251  <span class="na">year</span> <span class="p">=</span> <span class="s">{2021}</span>
6252<span class="p">}</span></code></pre></figure>
6253      </div>
6254    
6255 
6256  </div>
6257</div>
6258</li>
6259<li>
6260  
6261
6262
6263
6264
6265<div class="row">
6266  <div class="col-sm-3">
6267    <img class="img-fluid" src="/assets/img/esai_proj/esai_cvpr.jpg" />
6268  
6269  </div>
6270
6271<div id="zhang2021" class="col-sm-9">
6272    <div class="title">Event-based Synthetic Aperture Imaging with a Hybrid Network</div>
6273    <div class="author">  
6274        
6275          
6276          
6277          
6278            
6279              
6280                  <font color="#808080">Zhang Xiang</font>,
6281              
6282            
6283          
6284        
6285          
6286          
6287          
6288            
6289              
6290                  <font color="#808080">Liao Wei</font>,
6291              
6292            
6293          
6294        
6295          
6296          
6297          
6298            
6299              
6300                  <b>Yu Lei ✉️,</b> 
6301              
6302            
6303          
6304        
6305          
6306          
6307          
6308            
6309              
6310                  <font color="#808080">Yang Wen</font>,
6311              
6312            
6313          
6314        
6315          
6316          
6317          
6318            
6319              
6320                <font color="#808080">and Xia Gui-Song</font>
6321              
6322            
6323          
6324        
6325      </div>
6326
6327      <div class="periodical">
6328      
6329        <em>In CVPR, </em>
6330      
6331      
6332        2021
6333      
6334      </div>
6335
6336
6337    <div class="highlight">
6338      
6339        🔥 <font color="#FF0000"><b>Oral, Best Paper Candidate</b></font>
6340      
6341    </div>
6342
6343    <div class="links">
6344    
6345    
6346      <a href="http://arxiv.org/abs/2103.02376v2" class="btn btn-sm z-depth-0" role="button" target="_blank">arXiv</a>
6347    
6348    
6349        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
6350    
6351    
6352    
6353    
6354    
6355    
6356      <a href="https://github.com/dvs-whu/E-SAI" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
6357    
6358    
6359    
6360    
6361      
6362      <a href="https://v.youku.com/v_show/id_XNTE3MzczMzc2MA==.html" class="btn btn-sm z-depth-0" role="button" target="_blank">Slides</a>
6363      
6364    
6365    
6366    </div>
6367
6368    <!-- Hidden abstract block -->
6369    
6370
6371    <!-- Hidden bibtex block -->
6372    
6373      <div class="bibtex hidden">
6374        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">zhang2021</span><span class="p">,</span>
6375  <span class="na">title</span> <span class="p">=</span> <span class="s">{Event-based {Synthetic} {Aperture} {Imaging} with a {Hybrid} {Network}}</span><span class="p">,</span>
6376  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR}</span><span class="p">,</span>
6377  <span class="na">author</span> <span class="p">=</span> <span class="s">{Zhang, Xiang and Liao, Wei and Yu, Lei and Yang, Wen and Xia, Gui-Song}</span><span class="p">,</span>
6378  <span class="na">year</span> <span class="p">=</span> <span class="s">{2021}</span><span class="p">,</span>
6379  <span class="na">pages</span> <span class="p">=</span> <span class="s">{14235--14244}</span>
6380<span class="p">}</span></code></pre></figure>
6381      </div>
6382    
6383 
6384  </div>
6385</div>
6386</li>
6387<li>
6388  
6389
6390
6391
6392
6393<div class="row">
6394  <div class="col-sm-3">
6395    <img class="img-fluid" src="/assets/img/imgs_pub/xu2020.jpg" />
6396  
6397  </div>
6398
6399<div id="xu2020a" class="col-sm-9">
6400    <div class="title">Robust motion compensation for event cameras with smooth constraint</div>
6401    <div class="author">  
6402        
6403          
6404          
6405          
6406            
6407              
6408                  <font color="#808080">Xu Jie</font>,
6409              
6410            
6411          
6412        
6413          
6414          
6415          
6416            
6417              
6418                  <font color="#808080">Jiang Meng</font>,
6419              
6420            
6421          
6422        
6423          
6424          
6425          
6426            
6427              
6428                  <b>Yu Lei ✉️,</b> 
6429              
6430            
6431          
6432        
6433          
6434          
6435          
6436            
6437              
6438                  <font color="#808080">Yang Wen</font>,
6439              
6440            
6441          
6442        
6443          
6444          
6445          
6446            
6447              
6448                <font color="#808080">and Wang Wenwei</font>
6449              
6450            
6451          
6452        
6453      </div>
6454
6455      <div class="periodical">
6456      
6457        <em>IEEE Transactions on Computational Imaging, </em>
6458      
6459      
6460        2020
6461      
6462      </div>
6463
6464
6465    <div class="highlight">
6466      
6467    </div>
6468
6469    <div class="links">
6470    
6471    
6472    
6473        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
6474    
6475    
6476    
6477    
6478    
6479    
6480    
6481    
6482    
6483    
6484    </div>
6485
6486    <!-- Hidden abstract block -->
6487    
6488
6489    <!-- Hidden bibtex block -->
6490    
6491      <div class="bibtex hidden">
6492        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">xu2020a</span><span class="p">,</span>
6493  <span class="na">title</span> <span class="p">=</span> <span class="s">{Robust motion compensation for event cameras with smooth constraint}</span><span class="p">,</span>
6494  <span class="na">volume</span> <span class="p">=</span> <span class="s">{6}</span><span class="p">,</span>
6495  <span class="na">
6495journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Computational Imaging}</span><span class="p">,</span>
6496  <span class="na">author</span> <span class="p">=</span> <span class="s">{Xu, Jie and Jiang, Meng and Yu, Lei and Yang, Wen and Wang, Wenwei}</span><span class="p">,</span>
6497  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
6498  <span class="na">pages</span> <span class="p">=</span> <span class="s">{604--614}</span>
6499<span class="p">}</span></code></pre></figure>
6500      </div>
6501    
6502 
6503  </div>
6504</div>
6505</li>
6506<li>
6507  
6508
6509
6510
6511
6512<div class="row">
6513  <div class="col-sm-3">
6514    <img class="img-fluid" src="/assets/img/eslnet_eccv20/eslnet.jpg" />
6515  
6516  </div>
6517
6518<div id="wang2020k" class="col-sm-9">
6519    <div class="title">Event enhanced high-quality image recovery</div>
6520    <div class="author">  
6521        
6522          
6523          
6524          
6525            
6526              
6527                  <font color="#808080">Wang Bishan</font>,
6528              
6529            
6530          
6531        
6532          
6533          
6534          
6535            
6536              
6537                  <font color="#808080">He Jingwei</font>,
6538              
6539            
6540          
6541        
6542          
6543          
6544          
6545            
6546              
6547                  <b>Yu Lei ✉️,</b> 
6548              
6549            
6550          
6551        
6552          
6553          
6554          
6555            
6556              
6557                  <font color="#808080">Xia Gui-Song</font>,
6558              
6559            
6560          
6561        
6562          
6563          
6564          
6565            
6566              
6567                <font color="#808080">and Yang Wen</font>
6568              
6569            
6570          
6571        
6572      </div>
6573
6574      <div class="periodical">
6575      
6576        <em>In ECCV, </em>
6577      
6578      
6579        2020
6580      
6581      </div>
6582
6583
6584    <div class="highlight">
6585      
6586        🔥 <font color="#FF0000"><b>An approach to super-resolve blurry images with events.</b></font>
6587      
6588    </div>
6589
6590    <div class="links">
6591    
6592    
6593    
6594        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
6595    
6596    
6597      <a href="/projects/eslnet_eccv2020/" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
6598    
6599    
6600      
6601      <a href="https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123580154.pdf" class="btn btn-sm z-depth-0" role="button" target="_blank">PDF</a>
6602      
6603    
6604    
6605    
6606    
6607      <a href="https://github.com/ShinyWang33/eSL-Net" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
6608    
6609    
6610    
6611    
6612    
6613    </div>
6614
6615    <!-- Hidden abstract block -->
6616    
6617
6618    <!-- Hidden bibtex block -->
6619    
6620      <div class="bibtex hidden">
6621        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">wang2020k</span><span class="p">,</span>
6622  <span class="na">title</span> <span class="p">=</span> <span class="s">{Event enhanced high-quality image recovery}</span><span class="p">,</span>
6623  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{ECCV}</span><span class="p">,</span>
6624  <span class="na">author</span> <span class="p">=</span> <span class="s">{Wang, Bishan and He, Jingwei and Yu, Lei and Xia, Gui-Song and Yang, Wen}</span><span class="p">,</span>
6625  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
6626  <span class="na">pages</span> <span class="p">=</span> <span class="s">{155--171}</span>
6627<span class="p">}</span></code></pre></figure>
6628      </div>
6629    
6630 
6631  </div>
6632</div>
6633</li>
6634<li>
6635  
6636
6637
6638
6639
6640<div class="row">
6641  <div class="col-sm-3">
6642    <img class="img-fluid" src="/assets/img/imgs_pub/su2020.jpg" />
6643  
6644  </div>
6645
6646<div id="yu2020" class="col-sm-9">
6647    <div class="title">Event-based high frame-rate video reconstruction with a novel cycle-event network</div>
6648    <div class="author">  
6649        
6650          
6651          
6652          
6653            
6654              
6655                  <font color="#808080">Su Binyi</font>,
6656              
6657            
6658          
6659        
6660          
6661          
6662          
6663            
6664              
6665                  <b>Yu Lei ✉️,</b> 
6666              
6667            
6668          
6669        
6670          
6671          
6672          
6673            
6674              
6675                <font color="#808080">and Yang Wen</font>
6676              
6677            
6678          
6679        
6680      </div>
6681
6682      <div class="periodical">
6683      
6684        <em>In 2020 IEEE International Conference on Image Processing (ICIP), </em>
6685      
6686      
6687        2020
6688      
6689      </div>
6690
6691
6692    <div class="highlight">
6693      
6694    </div>
6695
6696    <div class="links">
6697    
6698    
6699    
6700        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
6701    
6702    
6703    
6704    
6705    
6706    
6707    
6708    
6709    
6710    
6711    </div>
6712
6713    <!-- Hidden abstract block -->
6714    
6715
6716    <!-- Hidden bibtex block -->
6717    
6718      <div class="bibtex hidden">
6719        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">yu2020</span><span class="p">,</span>
6720  <span class="na">title</span> <span class="p">=</span> <span class="s">{Event-based high frame-rate video reconstruction with a novel cycle-event network}</span><span class="p">,</span>
6721  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{2020 {IEEE} {International} {Conference} on {Image} {Processing} ({ICIP})}</span><span class="p">,</span>
6722  <span class="na">author</span> <span class="p">=</span> <span class="s">{Su, Binyi and Yu, Lei and Yang, Wen}</span><span class="p">,</span>
6723  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
6724  <span class="na">pages</span> <span class="p">=</span> <span class="s">{86--90}</span>
6725<span class="p">}</span></code></pre></figure>
6726      </div>
6727    
6728 
6729  </div>
6730</div>
6731</li>
6732<li>
6733  
6734
6735
6736</li>
6737<li>
6738  
6739
6740
6741
6742
6743<div class="row">
6744  <div class="col-sm-3">
6745    <img class="img-fluid" src="/assets/img/imgs_pub/lin2020.jpg" />
6746  
6747  </div>
6748
6749<div id="lin2020efficient" class="col-sm-9">
6750    <div class="title">Efficient Spatial-Temporal Normalization of SAE Representation for Event Camera</div>
6751    <div class="author">  
6752        
6753          
6754          
6755          
6756            
6757              
6758                  <font color="#808080">Lin Shijie</font>,
6759              
6760            
6761          
6762        
6763          
6764          
6765          
6766            
6767              
6768                  <font color="#808080">Xu Fang</font>,
6769              
6770            
6771          
6772        
6773          
6774          
6775          
6776            
6777              
6778                  <font color="#808080">Wang Xuhong</font>,
6779              
6780            
6781          
6782        
6783          
6784          
6785          
6786            
6787              
6788                  <font color="#808080">Yang Wen</font>,
6789              
6790            
6791          
6792        
6793          
6794          
6795          
6796            
6797              
6798                    and <b>Yu Lei</b>
6799              
6800            
6801          
6802        
6803      </div>
6804
6805      <div class="periodical">
6806      
6807        <em>IEEE Robotics and Automation Letters, </em>
6808      
6809      
6810        2020
6811      
6812      </div>
6813
6814
6815    <div class="highlight">
6816      
6817    </div>
6818
6819    <div class="links">
6820    
6821    
6822    
6823        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
6824    
6825    
6826    
6827    
6828    
6829    
6830      <a href="https://github.com/eleboss/chain" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
6831    
6832    
6833    
6834    
6835    
6836    </div>
6837
6838    <!-- Hidden abstract block -->
6839    
6840
6841    <!-- Hidden bibtex block -->
6842    
6843      <div class="bibtex hidden">
6844        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">lin2020efficient</span><span class="p">,</span>
6845  <span class="na">title</span> <span class="p">=</span> <span class="s">{Efficient Spatial-Temporal Normalization of SAE Representation for Event Camera}</span><span class="p">,</span>
6846  <span class="na">author</span> <span class="p">=</span> <span class="s">{Lin, Shijie and Xu, Fang and Wang, Xuhong and Yang, Wen and Yu, Lei}</span><span class="p">,</span>
6847  <span class="na">
6847journal</span> <span class="p">=</span> <span class="s">{IEEE Robotics and Automation Letters}</span><span class="p">,</span>
6848  <span class="na">volume</span> <span class="p">=</span> <span class="s">{5}</span><span class="p">,</span>
6849  <span class="na">number</span> <span class="p">=</span> <span class="s">{3}</span><span class="p">,</span>
6850  <span class="na">pages</span> <span class="p">=</span> <span class="s">{4265--4272}</span><span class="p">,</span>
6851  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span>
6852<span class="p">}</span></code></pre></figure>
6853      </div>
6854    
6855 
6856  </div>
6857</div>
6858</li>
6859<li>
6860  
6861
6862
6863
6864
6865<div class="row">
6866  <div class="col-sm-3">
6867    <img class="img-fluid" src="/assets/img/imgs_pub/jiang2020.jpg" />
6868  
6869  </div>
6870
6871<div id="jiang2020robust" class="col-sm-9">
6872    <div class="title">Robust Intensity Image Reconstruciton Based On Event Cameras</div>
6873    <div class="author">  
6874        
6875          
6876          
6877          
6878            
6879              
6880                  <font color="#808080">Jiang Meng</font>,
6881              
6882            
6883          
6884        
6885          
6886          
6887          
6888            
6889              
6890                  <font color="#808080">Liu Zhou</font>,
6891              
6892            
6893          
6894        
6895          
6896          
6897          
6898            
6899              
6900                  <font color="#808080">Wang Bishan</font>,
6901              
6902            
6903          
6904        
6905          
6906          
6907          
6908            
6909              
6910                  <b>Yu Lei,</b> 
6911              
6912            
6913          
6914        
6915          
6916          
6917          
6918            
6919              
6920                <font color="#808080">and Yang Wen</font>
6921              
6922            
6923          
6924        
6925      </div>
6926
6927      <div class="periodical">
6928      
6929        <em>In 2020 IEEE International Conference on Image Processing (ICIP), </em>
6930      
6931      
6932        2020
6933      
6934      </div>
6935
6936
6937    <div class="highlight">
6938      
6939    </div>
6940
6941    <div class="links">
6942    
6943    
6944    
6945        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
6946    
6947    
6948    
6949    
6950    
6951    
6952    
6953    
6954    
6955    
6956    </div>
6957
6958    <!-- Hidden abstract block -->
6959    
6960
6961    <!-- Hidden bibtex block -->
6962    
6963      <div class="bibtex hidden">
6964        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">jiang2020robust</span><span class="p">,</span>
6965  <span class="na">title</span> <span class="p">=</span> <span class="s">{Robust Intensity Image Reconstruciton Based On Event Cameras}</span><span class="p">,</span>
6966  <span class="na">author</span> <span class="p">=</span> <span class="s">{Jiang, Meng and Liu, Zhou and Wang, Bishan and Yu, Lei and Yang, Wen}</span><span class="p">,</span>
6967  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{2020 IEEE International Conference on Image Processing (ICIP)}</span><span class="p">,</span>
6968  <span class="na">pages</span> <span class="p">=</span> <span class="s">{968--972}</span><span class="p">,</span>
6969  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span>
6970<span class="p">}</span></code></pre></figure>
6971      </div>
6972    
6973 
6974  </div>
6975</div>
6976</li>
6977<li>
6978  
6979
6980
6981
6982
6983<div class="row">
6984  <div class="col-sm-3">
6985    <img class="img-fluid" src="/assets/img/imgs_pub/xu2020a.jpg" />
6986  
6987  </div>
6988
6989<div id="xu2020matching" class="col-sm-9">
6990    <div class="title">Matching Neuromorphic Events and Color Images via Adversarial Learning</div>
6991    <div class="author">  
6992        
6993          
6994          
6995          
6996            
6997              
6998                  <font color="#808080">Xu Fang</font>,
6999              
7000            
7001          
7002        
7003          
7004          
7005          
7006            
7007              
7008                  <font color="#808080">Lin Shijie</font>,
7009              
7010            
7011          
7012        
7013          
7014          
7015          
7016            
7017              
7018                  <font color="#808080">Yang Wen</font>,
7019              
7020            
7021          
7022        
7023          
7024          
7025          
7026            
7027              
7028                  <b>Yu Lei,</b> 
7029              
7030            
7031          
7032        
7033          
7034          
7035          
7036            
7037              
7038                  <font color="#808080">Dai Dengxin</font>,
7039              
7040            
7041          
7042        
7043          
7044          
7045          
7046            
7047              
7048                <font color="#808080">and Xia Gui-song</font>
7049              
7050            
7051          
7052        
7053      </div>
7054
7055      <div class="periodical">
7056      
7057        <em>arXiv preprint arXiv:2003.00636, </em>
7058      
7059      
7060        2020
7061      
7062      </div>
7063
7064
7065    <div class="highlight">
7066      
7067    </div>
7068
7069    <div class="links">
7070    
7071    
7072    
7073        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
7074    
7075    
7076    
7077    
7078    
7079    
7080    
7081    
7082    
7083    
7084    </div>
7085
7086    <!-- Hidden abstract block -->
7087    
7088
7089    <!-- Hidden bibtex block -->
7090    
7091      <div class="bibtex hidden">
7092        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">xu2020matching</span><span class="p">,</span>
7093  <span class="na">title</span> <span class="p">=</span> <span class="s">{Matching Neuromorphic Events and Color Images via Adversarial Learning}</span><span class="p">,</span>
7094  <span class="na">author</span> <span class="p">=</span> <span class="s">{Xu, Fang and Lin, Shijie and Yang, Wen and Yu, Lei and Dai, Dengxin and Xia, Gui-song}</span><span class="p">,</span>
7095  <span class="na">
7095journal</span> <span class="p">=</span> <span class="s">{arXiv preprint arXiv:2003.00636}</span><span class="p">,</span>
7096  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span>
7097<span class="p">}</span></code></pre></figure>
7098      </div>
7099    
7100 
7101  </div>
7102</div>
7103</li>
7104<li>
7105  
7106
7107
7108
7109
7110<div class="row">
7111  <div class="col-sm-3">
7112    <img class="img-fluid" src="/assets/img/imgs_pub/chen2019.jpg" />
7113  
7114  </div>
7115
7116<div id="cheng2019" class="col-sm-9">
7117    <div class="title">DET: A High-Resolution DVS Dataset for Lane Extraction</div>
7118    <div class="author">  
7119        
7120          
7121          
7122          
7123            
7124              
7125                  <font color="#808080">Cheng Wensheng</font>,
7126              
7127            
7128          
7129        
7130          
7131          
7132          
7133            
7134              
7135                  <font color="#808080">Luo Hao</font>,
7136              
7137            
7138          
7139        
7140          
7141          
7142          
7143            
7144              
7145                  <font color="#808080">Yang Wen</font>,
7146              
7147            
7148          
7149        
7150          
7151          
7152          
7153            
7154              
7155                  <b>Yu Lei,</b> 
7156              
7157            
7158          
7159        
7160          
7161          
7162          
7163            
7164              
7165                  <font color="#808080">Chen Shoushun</font>,
7166              
7167            
7168          
7169        
7170          
7171          
7172          
7173            
7174              
7175                <font color="#808080">and Li Wei</font>
7176              
7177            
7178          
7179        
7180      </div>
7181
7182      <div class="periodical">
7183      
7184        <em>In CVPR Workshops, </em>
7185      
7186      
7187        2019
7188      
7189      </div>
7190
7191
7192    <div class="highlight">
7193      
7194    </div>
7195
7196    <div class="links">
7197    
7198      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
7199    
7200    
7201    
7202        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
7203    
7204    
7205      <a href="https://spritea.github.io/DET/" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
7206    
7207    
7208    
7209    
7210    
7211      <a href="https://github.com/Spritea/DET" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
7212    
7213    
7214    
7215    
7216    
7217    </div>
7218
7219    <!-- Hidden abstract block -->
7220    
7221      <div class="abstract hidden">
7222        <p>Lane extraction is a basic yet necessary task for autonomous driving. Although past years have witnessed major advances in lane extraction with deep learning models, they all aim at ordinary RGB images generated by framebased cameras, which limits their performance in nature. To tackle this problem, we introduce Dynamic Vision Sensor (DVS), a type of event-based sensor to lane extraction task and build a high-resolution DVS dataset for lane extraction (DET). We collect the raw event data and generate 5,424 event-based sensor images with a resolution of 1280×800, the highest one among all DVS datasets available now. These images include complex traffic scenes and various lane types. All images of DET are annotated with multi-class segmentation format. The fully annotated DET images contains 17,103 lane instances, each of which is labeled pixel by pixel manually. We evaluate state-of-the-art lane extraction models on DET to build a benchmark for lane extraction task with event-based sensor images. Experimental results demonstrate that DET is quite challenging for even state-of-the-art lane extraction methods. DET is made publicly available, including the raw event data, accumulated images and labels1.</p>
7223      </div>
7224    
7225
7226    <!-- Hidden bibtex block -->
7227    
7228      <div class="bibtex hidden">
7229        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">cheng2019</span><span class="p">,</span>
7230  <span class="na">title</span> <span class="p">=</span> <span class="s">{{DET}: {A} {High}-{Resolution} {DVS} {Dataset} for {Lane} {Extraction}}</span><span class="p">,</span>
7231  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR Workshops}</span><span class="p">,</span>
7232  <span class="na">author</span> <span class="p">=</span> <span class="s">{Cheng, Wensheng and Luo, Hao and Yang, Wen and Yu, Lei and Chen, Shoushun and Li, Wei}</span><span class="p">,</span>
7233  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
7234  <span class="na">pages</span> <span class="p">=</span> <span class="s">{10}</span>
7235<span class="p">}</span></code></pre></figure>
7236      </div>
7237    
7238 
7239  </div>
7240</div>
7241</li>
7242<li>
7243  
7244
7245
7246</li>
7247<li>
7248  
7249
7250
7251
7252
7253<div class="row">
7254  <div class="col-sm-3">
7255    <img class="img-fluid" src="/assets/img/imgs_pub/yang2019.jpg" />
7256  
7257  </div>
7258
7259<div id="yang2019" class="col-sm-9">
7260    <div class="title">Live Demonstration: Real-Time Vi-SLAM With High-Resolution Event Camera</div>
7261    <div class="author">  
7262        
7263          
7264          
7265          
7266            
7267              
7268                  <font color="#808080">Yang Gongyu</font>,
7269              
7270            
7271          
7272        
7273          
7274          
7275          
7276            
7277              
7278                  <font color="#808080">Ye Qilin</font>,
7279              
7280            
7281          
7282        
7283          
7284          
7285          
7286            
7287              
7288                  <font color="#808080">He Wanjun</font>,
7289              
7290            
7291          
7292        
7293          
7294          
7295          
7296            
7297              
7298                  <font color="#808080">Zhou Lifeng</font>,
7299              
7300            
7301          
7302        
7303          
7304          
7305          
7306            
7307              
7308                  <font color="#808080">Chen Xinyu</font>,
7309              
7310            
7311          
7312        
7313          
7314          
7315          
7316            
7317              
7318                  <b>Yu Lei ✉️,</b> 
7319              
7320            
7321          
7322        
7323          
7324          
7325          
7326            
7327              
7328                  <font color="#808080">Yang Wen</font>,
7329              
7330            
7331          
7332        
7333          
7334          
7335          
7336            
7337              
7338                  <font color="#808080">Chen Shoushun</font>,
7339              
7340            
7341          
7342        
7343          
7344          
7345          
7346            
7347              
7348                <font color="#808080">and Li Wei</font>
7349              
7350            
7351          
7352        
7353      </div>
7354
7355      <div class="periodical">
7356      
7357        <em>In CVPR Workshops, </em>
7358      
7359      
7360        2019
7361      
7362      </div>
7363
7364
7365    <div class="highlight">
7366      
7367    </div>
7368
7369    <div class="links">
7370    
7371      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
7372    
7373    
7374    
7375        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
7376    
7377    
7378      <a href="https://openaccess.thecvf.com/content_CVPRW_2019/html/EventVision/Yang_Live_Demonstration_Real-Time_Vi-SLAM_With_High-Resolution_Event_Camera_CVPRW_2019_paper.html" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
7379    
7380    
7381    
7382    
7383    
7384    
7385    
7386    
7387      
7388      <a href="https://v.youku.com/v_show/id_XNTE3NzEyNjI4NA==.html" class="btn btn-sm z-depth-0" role="button" target="_blank">Slides</a>
7389      
7390    
7391    
7392    </div>
7393
7394    <!-- Hidden abstract block -->
7395    
7396      <div class="abstract hidden">
7397        <p>Event camera is bio-inspired vision sensors that output pixel-level brightness changes asynchronously. Compared to the conventional frame-based camera, it is 
7397with high dynamic range, low latency and high sensitivity, and thus can be exploited in SLAM to tackle the problem of occasions with high-speed camera moving and low-light scenes. In this demo, we implement the visual-inerial SLAM in real time with the recently released event camera, namely, CeleX-V. With the feature of high spatial resolution (1280×800) and low latency (\textless 0.5µs), the proposed method can provide frames with abundant textures and high time response, which leads to more stable tracking ability and better performance in SLAM system.</p>
7398      </div>
7399    
7400
7401    <!-- Hidden bibtex block -->
7402    
7403      <div class="bibtex hidden">
7404        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">yang2019</span><span class="p">,</span>
7405  <span class="na">title</span> <span class="p">=</span> <span class="s">{Live {Demonstration}: {Real}-{Time} {Vi}-{SLAM} {With} {High}-{Resolution} {Event} {Camera}}</span><span class="p">,</span>
7406  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR Workshops}</span><span class="p">,</span>
7407  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yang, Gongyu and Ye, Qilin and He, Wanjun and Zhou, Lifeng and Chen, Xinyu and Yu, Lei and Yang, Wen and Chen, Shoushun and Li, Wei}</span><span class="p">,</span>
7408  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
7409  <span class="na">pages</span> <span class="p">=</span> <span class="s">{2}</span>
7410<span class="p">}</span></code></pre></figure>
7411      </div>
7412    
7413 
7414  </div>
7415</div>
7416</li></ol> 
7417                    <h2 class="year">Sparse Recovery</h2>
7418                    <ol class="bibliography"><li>
7419  
7420
7421
7422
7423
7424<div class="row">
7425  <div class="col-sm-3">
7426    <img class="img-fluid" src="/assets/img/imgs_pub/assr-highlight.jpg" />
7427  
7428  </div>
7429
7430<div id="yu2022a" class="col-sm-9">
7431    <div class="title">Spiking Sparse Recovery with Non-convex Penalties</div>
7432    <div class="author">  
7433        
7434          
7435          
7436          
7437            
7438              
7439                  <font color="#808080">Zhang Xiang</font>,
7440              
7441            
7442          
7443        
7444          
7445          
7446          
7447            
7448              
7449                  <b>Yu Lei ✉️,</b> 
7450              
7451            
7452          
7453        
7454          
7455          
7456          
7457            
7458              
7459                  <font color="#808080">Zheng Gang</font>,
7460              
7461            
7462          
7463        
7464          
7465          
7466          
7467            
7468              
7469                <font color="#808080">and Eldar Yonina</font>
7470              
7471            
7472          
7473        
7474      </div>
7475
7476      <div class="periodical">
7477      
7478        <em>IEEE Transactions on Signal Processing, </em>
7479      
7480      
7481        2023
7482      
7483      </div>
7484
7485
7486    <div class="highlight">
7487      
7488    </div>
7489
7490    <div class="links">
7491    
7492    
7493    
7494        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
7495    
7496    
7497    
7498    
7499    
7500    
7501    
7502    
7503    
7504    
7505    </div>
7506
7507    <!-- Hidden abstract block -->
7508    
7509
7510    <!-- Hidden bibtex block -->
7511    
7512      <div class="bibtex hidden">
7513        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2022a</span><span class="p">,</span>
7514  <span class="na">title</span> <span class="p">=</span> <span class="s">{Spiking Sparse Recovery with Non-convex Penalties}</span><span class="p">,</span>
7515  <span class="na">author</span> <span class="p">=</span> <span class="s">{Zhang, Xiang and Yu, Lei and Zheng, Gang and Eldar, Yonina}</span><span class="p">,</span>
7516  <span class="na">year</span> <span class="p">=</span> <span class="s">{2023}</span><span class="p">,</span>
7517  <span class="na">journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Signal Processing}</span>
7518<span class="p">}</span></code></pre></figure>
7519      </div>
7520    
7521 
7522  </div>
7523</div>
7524</li>
7525<li>
7526  
7527
7528
7529
7530
7531<div class="row">
7532  <div class="col-sm-3">
7533  </div>
7534
7535<div id="wang2020" class="col-sm-9">
7536    <div class="title">Structured Bayesian learning for recovery of clustered sparse signal</div>
7537    <div class="author">  
7538        
7539          
7540          
7541          
7542            
7543              
7544                  <font color="#808080">Wang Lu</font>,
7545              
7546            
7547          
7548        
7549          
7550          
7551          
7552            
7553              
7554                  <font color="#808080">Zhao Lifan</font>,
7555              
7556            
7557          
7558        
7559          
7560          
7561          
7562            
7563              
7564                  <b>Yu Lei ✉️,</b> 
7565              
7566            
7567          
7568        
7569          
7570          
7571          
7572            
7573              
7574                  <font color="#808080">Wang Jingjing</font>,
7575              
7576            
7577          
7578        
7579          
7580          
7581          
7582            
7583              
7584                <font color="#808080">and Bi Guoan</font>
7585              
7586            
7587          
7588        
7589      </div>
7590
7591      <div class="periodical">
7592      
7593        <em>Signal Processing, </em>
7594      
7595      
7596        2020
7597      
7598      </div>
7599
7600
7601    <div class="highlight">
7602      
7603    </div>
7604
7605    <div class="links">
7606    
7607      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
7608    
7609    
7610    
7611        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
7612    
7613    
7614    
7615    
7616    
7617    
7618    
7619    
7620    
7621    
7622    </div>
7623
7624    <!-- Hidden abstract block -->
7625    
7626      <div class="abstract hidden">
7627        <p>This paper considers the problem of recovering sparse signals with cluster structure of unknown sizes and locations. A hybrid prior is proposed by introducing a local continuity indicator, which adaptively imposes cluster information on the sparse coefficients according to the inherent data structure. The local continuity indicator flexibly switches the prior for a sparse coefficient between a fully pattern-coupled one and an independent one, so that the estimation of the sparse coefficient can selectively use the statistical information of its neighbors. Variational Bayesian inference is used to estimate the hidden variables based on the constructed probabilistic modeling. Numerical results of comprehensive simulations and real data experiments demonstrate that the proposed algorithm can effectively avoid the problem of structural mismatch and outperform other recently reported clustered sparse signal recovery algorithms in noisy environments.</p>
7628      </div>
7629    
7630
7631    <!-- Hidden bibtex block -->
7632    
7633      <div class="bibtex hidden">
7634        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">wang2020</span><span class="p">,</span>
7635  <span class="na">title</span> <span class="p">=</span> <span class="s">{Structured {Bayesian} learning for recovery of clustered sparse signal}</span><span class="p">,</span>
7636  <span class="na">volume</span> <span class="p">=</span> <span class="s">{166}</span><span class="p">,</span>
7637  <span class="na">
7637journal</span> <span class="p">=</span> <span class="s">{Signal Processing}</span><span class="p">,</span>
7638  <span class="na">author</span> <span class="p">=</span> <span class="s">{Wang, Lu and Zhao, Lifan and Yu, Lei and Wang, Jingjing and Bi, Guoan}</span><span class="p">,</span>
7639  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
7640  <span class="na">pages</span> <span class="p">=</span> <span class="s">{107255}</span>
7641<span class="p">}</span></code></pre></figure>
7642      </div>
7643    
7644 
7645  </div>
7646</div>
7647</li>
7648<li>
7649  
7650
7651
7652
7653
7654<div class="row">
7655  <div class="col-sm-3">
7656    <img class="img-fluid" src="/assets/img/imgs_pub/zhang2021.jpg" />
7657  
7658  </div>
7659
7660<div id="zhang2020f" class="col-sm-9">
7661    <div class="title">Distributed compressive sensing via LSTM-Aided sparse Bayesian learning</div>
7662    <div class="author">  
7663        
7664          
7665          
7666          
7667            
7668              
7669                  <font color="#808080">Zhang Haijian</font>,
7670              
7671            
7672          
7673        
7674          
7675          
7676          
7677            
7678              
7679                  <font color="#808080">Zhang Wusheng</font>,
7680              
7681            
7682          
7683        
7684          
7685          
7686          
7687            
7688              
7689                  <b>Yu Lei ✉️,</b> 
7690              
7691            
7692          
7693        
7694          
7695          
7696          
7697            
7698              
7699                <font color="#808080">and Bi Guoan</font>
7700              
7701            
7702          
7703        
7704      </div>
7705
7706      <div class="periodical">
7707      
7708        <em>Signal Processing, </em>
7709      
7710      
7711        2020
7712      
7713      </div>
7714
7715
7716    <div class="highlight">
7717      
7718    </div>
7719
7720    <div class="links">
7721    
7722    
7723    
7724        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
7725    
7726    
7727    
7728    
7729    
7730    
7731    
7732    
7733    
7734    
7735    </div>
7736
7737    <!-- Hidden abstract block -->
7738    
7739
7740    <!-- Hidden bibtex block -->
7741    
7742      <div class="bibtex hidden">
7743        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">zhang2020f</span><span class="p">,</span>
7744  <span class="na">title</span> <span class="p">=</span> <span class="s">{Distributed compressive sensing via {LSTM}-{Aided} sparse {Bayesian} learning}</span><span class="p">,</span>
7745  <span class="na">volume</span> <span class="p">=</span> <span class="s">{176}</span><span class="p">,</span>
7746  <span class="na">journal</span> <span class="p">=</span> <span class="s">{Signal Processing}</span><span class="p">,</span>
7747  <span class="na">author</span> <span class="p">=</span> <span class="s">{Zhang, Haijian and Zhang, Wusheng and Yu, Lei and Bi, Guoan}</span><span class="p">,</span>
7748  <span class="na">year</span> <span class="p">=</span> <span class="s">{2020}</span><span class="p">,</span>
7749  <span class="na">pages</span> <span class="p">=</span> <span class="s">{107656}</span>
7750<span class="p">}</span></code></pre></figure>
7751      </div>
7752    
7753 
7754  </div>
7755</div>
7756</li>
7757<li>
7758  
7759
7760
7761
7762
7763<div class="row">
7764  <div class="col-sm-3">
7765  </div>
7766
7767<div id="lyu2019" class="col-sm-9">
7768    <div class="title">Block-sparsity recovery via recurrent neural network</div>
7769    <div class="author">  
7770        
7771          
7772          
7773          
7774            
7775              
7776                  <font color="#808080">Lyu Chengcheng</font>,
7777              
7778            
7779          
7780        
7781          
7782          
7783          
7784            
7785              
7786                  <font color="#808080">Liu Zhou</font>,
7787              
7788            
7789          
7790        
7791          
7792          
7793          
7794            
7795              
7796                    and <b>Yu Lei ✉️</b>
7797              
7798            
7799          
7800        
7801      </div>
7802
7803      <div class="periodical">
7804      
7805        <em>Signal Processing, </em>
7806      
7807      
7808        2019
7809      
7810      </div>
7811
7812
7813    <div class="highlight">
7814      
7815    </div>
7816
7817    <div class="links">
7818    
7819    
7820    
7821        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
7822    
7823    
7824    
7825    
7826    
7827    
7828    
7829    
7830    
7831    
7832    </div>
7833
7834    <!-- Hidden abstract block -->
7835    
7836
7837    <!-- Hidden bibtex block -->
7838    
7839      <div class="bibtex hidden">
7840        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">lyu2019</span><span class="p">,</span>
7841  <span class="na">title</span> <span class="p">=</span> <span class="s">{Block-sparsity recovery via recurrent neural network}</span><span class="p">,</span>
7842  <span class="na">volume</span> <span class="p">=</span> <span class="s">{154}</span><span class="p">,</span>
7843  <span class="na">
7843journal</span> <span class="p">=</span> <span class="s">{Signal Processing}</span><span class="p">,</span>
7844  <span class="na">author</span> <span class="p">=</span> <span class="s">{Lyu, Chengcheng and Liu, Zhou and Yu, Lei}</span><span class="p">,</span>
7845  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
7846  <span class="na">pages</span> <span class="p">=</span> <span class="s">{129--135}</span>
7847<span class="p">}</span></code></pre></figure>
7848      </div>
7849    
7850 
7851  </div>
7852</div>
7853</li>
7854<li>
7855  
7856
7857
7858
7859
7860<div class="row">
7861  <div class="col-sm-3">
7862  </div>
7863
7864<div id="ren2019c" class="col-sm-9">
7865    <div class="title">Dynamical sparse signal recovery with fixed-time convergence</div>
7866    <div class="author">  
7867        
7868          
7869          
7870          
7871            
7872              
7873                  <font color="#808080">Ren Junying</font>,
7874              
7875            
7876          
7877        
7878          
7879          
7880          
7881            
7882              
7883                  <b>Yu Lei ✉️,</b> 
7884              
7885            
7886          
7887        
7888          
7889          
7890          
7891            
7892              
7893                  <font color="#808080">Lyu Chengcheng</font>,
7894              
7895            
7896          
7897        
7898          
7899          
7900          
7901            
7902              
7903                  <font color="#808080">Zheng Gang</font>,
7904              
7905            
7906          
7907        
7908          
7909          
7910          
7911            
7912              
7913                  <font color="#808080">Barbot Jean-Pierre</font>,
7914              
7915            
7916          
7917        
7918          
7919          
7920          
7921            
7922              
7923                <font color="#808080">and Sun Hong</font>
7924              
7925            
7926          
7927        
7928      </div>
7929
7930      <div class="periodical">
7931      
7932        <em>Signal Processing, </em>
7933      
7934      
7935        2019
7936      
7937      </div>
7938
7939
7940    <div class="highlight">
7941      
7942    </div>
7943
7944    <div class="links">
7945    
7946      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
7947    
7948    
7949    
7950        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
7951    
7952    
7953    
7954    
7955    
7956    
7957    
7958    
7959    
7960    
7961    </div>
7962
7963    <!-- Hidden abstract block -->
7964    
7965      <div class="abstract hidden">
7966        <p>Arising in a large number of application areas, sparse recovery (SR) has been exhaustively investigated and many algorithms have been proposed. Different from the numerical methods realized by iterative algorithm, the recent continuous approach is realized through analog circuit, which takes advantage of short time-delay and fast convergence. However, the existing continuous method for SR still has the space to further improve the convergence speed. Consequently, in this paper, we propose a new dynamical continuous system to solve the sparse signal recovery problem with fixed-time convergence property.</p>
7967      </div>
7968    
7969
7970    <!-- Hidden bibtex block -->
7971    
7972      <div class="bibtex hidden">
7973        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">ren2019c</span><span class="p">,</span>
7974  <span class="na">title</span> <span class="p">=</span> <span class="s">{Dynamical sparse signal recovery with fixed-time convergence}</span><span class="p">,</span>
7975  <span class="na">volume</span> <span class="p">=</span> <span class="s">{162}</span><span class="p">,</span>
7976  <span class="na">journal</span> <span class="p">=</span> <span class="s">{Signal Processing}</span><span class="p">,</span>
7977  <span class="na">author</span> <span class="p">=</span> <span class="s">{Ren, Junying and Yu, Lei and Lyu, Chengcheng and Zheng, Gang and Barbot, Jean-Pierre and Sun, Hong}</span><span class="p">,</span>
7978  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
7979  <span class="na">pages</span> <span class="p">=</span> <span class="s">{65--74}</span>
7980<span class="p">}</span></code></pre></figure>
7981      </div>
7982    
7983 
7984  </div>
7985</div>
7986</li>
7987<li>
7988  
7989
7990
7991
7992
7993<div class="row">
7994  <div class="col-sm-3">
7995  </div>
7996
7997<div id="ren2019" class="col-sm-9">
7998    <div class="title">A Dynamical System With Fixed Convergence Time for Sparse Recovery</div>
7999    <div class="author">  
8000        
8001          
8002          
8003          
8004            
8005              
8006                  <font color="#808080">Ren Junying</font>,
8007              
8008            
8009          
8010        
8011          
8012          
8013          
8014            
8015              
8016                  <b>Yu Lei ✉️,</b> 
8017              
8018            
8019          
8020        
8021          
8022          
8023          
8024            
8025              
8026                  <font color="#808080">Jiang Yulun</font>,
8027              
8028            
8029          
8030        
8031          
8032          
8033          
8034            
8035              
8036                  <font color="#808080">Barbot Jean-Pierre</font>,
8037              
8038            
8039          
8040        
8041          
8042          
8043          
8044            
8045              
8046                <font color="#808080">and Sun Hong</font>
8047              
8048            
8049          
8050        
8051      </div>
8052
8053      <div class="periodical">
8054      
8055        <em>IEEE Access, </em>
8056      
8057      
8058        2019
8059      
8060      </div>
8061
8062
8063    <div class="highlight">
8064      
8065    </div>
8066
8067    <div class="links">
8068    
8069      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
8070    
8071    
8072    
8073        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
8074    
8075    
8076    
8077    
8078    
8079    
8080    
8081    
8082    
8083    
8084    </div>
8085
8086    <!-- Hidden abstract block -->
8087    
8088      <div class="abstract hidden">
8089        <p>The sparse recovery (SR) algorithm, under the premise that signals are sparse, can be divided into two categories. One is a digital discrete method implemented via lots of iterative computations and the other is a continuous method implemented via analog circuits, which is usually faster. In this paper, we focus on the continuous method and propose a fixed-time convergence dynamical system. Compared with the existing system, it dynamically allocates the exponent according to time-varying elements of the system state, avoiding possible mismatches between the fixed exponent and some elements.</p>
8090      </div>
8091    
8092
8093    <!-- Hidden bibtex block -->
8094    
8095      <div class="bibtex hidden">
8096        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">
8096ren2019</span><span class="p">,</span>
8097  <span class="na">title</span> <span class="p">=</span> <span class="s">{A {Dynamical} {System} {With} {Fixed} {Convergence} {Time} for {Sparse} {Recovery}}</span><span class="p">,</span>
8098  <span class="na">volume</span> <span class="p">=</span> <span class="s">{7}</span><span class="p">,</span>
8099  <span class="na">journal</span> <span class="p">=</span> <span class="s">{IEEE Access}</span><span class="p">,</span>
8100  <span class="na">author</span> <span class="p">=</span> <span class="s">{Ren, Junying and Yu, Lei and Jiang, Yulun and Barbot, Jean-Pierre and Sun, Hong}</span><span class="p">,</span>
8101  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
8102  <span class="na">pages</span> <span class="p">=</span> <span class="s">{21844--21850}</span>
8103<span class="p">}</span></code></pre></figure>
8104      </div>
8105    
8106 
8107  </div>
8108</div>
8109</li>
8110<li>
8111  
8112
8113
8114
8115
8116<div class="row">
8117  <div class="col-sm-3">
8118  </div>
8119
8120<div id="zhang2018a" class="col-sm-9">
8121    <div class="title">Image Super-Resolution via RL-CSC: When Residual Learning Meets Convolutional Sparse Coding</div>
8122    <div class="author">  
8123        
8124          
8125          
8126          
8127            
8128              
8129                  <font color="#808080">Zhang Menglei</font>,
8130              
8131            
8132          
8133        
8134          
8135          
8136          
8137            
8138              
8139                  <font color="#808080">Liu Zhou</font>,
8140              
8141            
8142          
8143        
8144          
8145          
8146          
8147            
8148              
8149                    and <b>Yu Lei ✉️</b>
8150              
8151            
8152          
8153        
8154      </div>
8155
8156      <div class="periodical">
8157      
8158        <em>arXiv preprint arXiv:1812.11950, </em>
8159      
8160      
8161        2018
8162      
8163      </div>
8164
8165
8166    <div class="highlight">
8167      
8168    </div>
8169
8170    <div class="links">
8171    
8172    
8173    
8174        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
8175    
8176    
8177    
8178    
8179    
8180    
8181    
8182    
8183    
8184    
8185    </div>
8186
8187    <!-- Hidden abstract block -->
8188    
8189
8190    <!-- Hidden bibtex block -->
8191    
8192      <div class="bibtex hidden">
8193        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">zhang2018a</span><span class="p">,</span>
8194  <span class="na">title</span> <span class="p">=</span> <span class="s">{Image {Super}-{Resolution} via {RL}-{CSC}: {When} {Residual} {Learning} {Meets} {Convolutional} {Sparse} {Coding}}</span><span class="p">,</span>
8195  <span class="na">journal</span> <span class="p">=</span> <span class="s">{arXiv preprint arXiv:1812.11950}</span><span class="p">,</span>
8196  <span class="na">author</span> <span class="p">=</span> <span class="s">{Zhang, Menglei and Liu, Zhou and Yu, Lei}</span><span class="p">,</span>
8197  <span class="na">year</span> <span class="p">=</span> <span class="s">{2018}</span>
8198<span class="p">}</span></code></pre></figure>
8199      </div>
8200    
8201 
8202  </div>
8203</div>
8204</li>
8205<li>
8206  
8207
8208
8209
8210
8211<div class="row">
8212  <div class="col-sm-3">
8213    <img class="img-fluid" src="/assets/img/imgs_pub/hu2017.jpg" />
8214  
8215  </div>
8216
8217<div id="hu2017" class="col-sm-9">
8218    <div class="title">Sparse Bayesian learning for image rectification with transform invariant low-rank textures</div>
8219    <div class="author">  
8220        
8221          
8222          
8223          
8224            
8225              
8226                  <font color="#808080">Hu Shihui</font>,
8227              
8228            
8229          
8230        
8231          
8232          
8233          
8234            
8235              
8236                  <font color="#808080">Liu Zhou</font>,
8237              
8238            
8239          
8240        
8241          
8242          
8243          
8244            
8245              
8246                  <b>Yu Lei ✉️,</b> 
8247              
8248            
8249          
8250        
8251          
8252          
8253          
8254            
8255              
8256                <font color="#808080">and Sun Hong</font>
8257              
8258            
8259          
8260        
8261      </div>
8262
8263      <div class="periodical">
8264      
8265        <em>Signal Processing, </em>
8266      
8267      
8268        2017
8269      
8270      </div>
8271
8272
8273    <div class="highlight">
8274      
8275    </div>
8276
8277    <div class="links">
8278    
8279    
8280    
8281        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
8282    
8283    
8284    
8285    
8286    
8287    
8288    
8289    
8290    
8291    
8292    </div>
8293
8294    <!-- Hidden abstract block -->
8295    
8296
8297    <!-- Hidden bibtex block -->
8298    
8299      <div class="bibtex hidden">
8300        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">hu2017</span><span class="p">,</span>
8301  <span class="na">title</span> <span class="p">=</span> <span class="s">{Sparse {Bayesian} learning for image rectification with transform invariant low-rank textures}</span><span class="p">,</span>
8302  <span class="na">volume</span> <span class="p">=</span> <span class="s">{137}</span><span class="p">,</span>
8303  <span class="na">
8303journal</span> <span class="p">=</span> <span class="s">{Signal Processing}</span><span class="p">,</span>
8304  <span class="na">author</span> <span class="p">=</span> <span class="s">{Hu, Shihui and Liu, Zhou and Yu, Lei and Sun, Hong}</span><span class="p">,</span>
8305  <span class="na">year</span> <span class="p">=</span> <span class="s">{2017}</span><span class="p">,</span>
8306  <span class="na">pages</span> <span class="p">=</span> <span class="s">{298--308}</span>
8307<span class="p">}</span></code></pre></figure>
8308      </div>
8309    
8310 
8311  </div>
8312</div>
8313</li>
8314<li>
8315  
8316
8317
8318
8319
8320<div class="row">
8321  <div class="col-sm-3">
8322    <img class="img-fluid" src="/assets/img/imgs_pub/yu2017.jpg" />
8323  
8324  </div>
8325
8326<div id="yu2017" class="col-sm-9">
8327    <div class="title">Dynamical sparse recovery with finite-time convergence</div>
8328    <div class="author">  
8329        
8330          
8331          
8332          
8333            
8334              
8335                  <b>Yu Lei ✉️,</b> 
8336              
8337            
8338          
8339        
8340          
8341          
8342          
8343            
8344              
8345                  <font color="#808080">Zheng Gang</font>,
8346              
8347            
8348          
8349        
8350          
8351          
8352          
8353            
8354              
8355                <font color="#808080">and Barbot Jean-Pierre</font>
8356              
8357            
8358          
8359        
8360      </div>
8361
8362      <div class="periodical">
8363      
8364        <em>IEEE Transactions on Signal Processing, </em>
8365      
8366      
8367        2017
8368      
8369      </div>
8370
8371
8372    <div class="highlight">
8373      
8374        🔥 <font color="#FF0000"><b>TOP Journal. Recover sparse signals with analog circuits.</b></font>
8375      
8376    </div>
8377
8378    <div class="links">
8379    
8380    
8381    
8382        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
8383    
8384    
8385    
8386    
8387    
8388    
8389    
8390    
8391    
8392    
8393    </div>
8394
8395    <!-- Hidden abstract block -->
8396    
8397
8398    <!-- Hidden bibtex block -->
8399    
8400      <div class="bibtex hidden">
8401        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2017</span><span class="p">,</span>
8402  <span class="na">title</span> <span class="p">=</span> <span class="s">{Dynamical sparse recovery with finite-time convergence}</span><span class="p">,</span>
8403  <span class="na">volume</span> <span class="p">=</span> <span class="s">{65}</span><span class="p">,</span>
8404  <span class="na">number</span> <span class="p">=</span> <span class="s">{23}</span><span class="p">,</span>
8405  <span class="na">journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Signal Processing}</span><span class="p">,</span>
8406  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Zheng, Gang and Barbot, Jean-Pierre}</span><span class="p">,</span>
8407  <span class="na">year</span> <span class="p">=</span> <span class="s">{2017}</span><span class="p">,</span>
8408  <span class="na">pages</span> <span class="p">=</span> <span class="s">{6146--6157}</span>
8409<span class="p">}</span></code></pre></figure>
8410      </div>
8411    
8412 
8413  </div>
8414</div>
8415</li>
8416<li>
8417  
8418
8419
8420
8421
8422<div class="row">
8423  <div class="col-sm-3">
8424    <img class="img-fluid" src="/assets/img/imgs_pub/yu2015.jpg" />
8425  
8426  </div>
8427
8428<div id="yu2015" class="col-sm-9">
8429    <div class="title">Model based Bayesian compressive sensing via local beta process</div>
8430    <div class="author">  
8431        
8432          
8433          
8434          
8435            
8436              
8437                  <b>Yu Lei ✉️,</b> 
8438              
8439            
8440          
8441        
8442          
8443          
8444          
8445            
8446              
8447                  <font color="#808080">Sun Hong</font>,
8448              
8449            
8450          
8451        
8452          
8453          
8454          
8455            
8456              
8457                  <font color="#808080">Zheng Gang</font>,
8458              
8459            
8460          
8461        
8462          
8463          
8464          
8465            
8466              
8467                <font color="#808080">and Barbot Jean Pierre</font>
8468              
8469            
8470          
8471        
8472      </div>
8473
8474      <div class="periodical">
8475      
8476        <em>Signal Processing, </em>
8477      
8478      
8479        2015
8480      
8481      </div>
8482
8483
8484    <div class="highlight">
8485      
8486    </div>
8487
8488    <div class="links">
8489    
8490    
8491    
8492        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
8493    
8494    
8495    
8496    
8497    
8498    
8499      <a href="https://sites.google.com/site/link2yulei/publications/materials/BCS_LBP_Package.zip?attredirects=0&amp;d=1" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
8500    
8501    
8502    
8503    
8504    
8505    </div>
8506
8507    <!-- Hidden abstract block -->
8508    
8509
8510    <!-- Hidden bibtex block -->
8511    
8512      <div class="bibtex hidden">
8513        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2015</span><span class="p">,</span>
8514  <span class="na">title</span> <span class="p">=</span> <span class="s">{Model based {Bayesian} compressive sensing via local beta process}</span><span class="p">,</span>
8515  <span class="na">volume</span> <span class="p">=</span> <span class="s">{108}</span><span class="p">,</span>
8516  <span class="na">
8516journal</span> <span class="p">=</span> <span class="s">{Signal Processing}</span><span class="p">,</span>
8517  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Sun, Hong and Zheng, Gang and Barbot, Jean Pierre}</span><span class="p">,</span>
8518  <span class="na">year</span> <span class="p">=</span> <span class="s">{2015}</span><span class="p">,</span>
8519  <span class="na">pages</span> <span class="p">=</span> <span class="s">{259--271}</span>
8520<span class="p">}</span></code></pre></figure>
8521      </div>
8522    
8523 
8524  </div>
8525</div>
8526</li>
8527<li>
8528  
8529
8530
8531
8532
8533<div class="row">
8534  <div class="col-sm-3">
8535    <img class="img-fluid" src="/assets/img/imgs_pub/yu2012.jpg" />
8536  
8537  </div>
8538
8539<div id="yu2012" class="col-sm-9">
8540    <div class="title">Bayesian compressive sensing for cluster structured sparse signals</div>
8541    <div class="author">  
8542        
8543          
8544          
8545          
8546            
8547              
8548                  <b>Yu Lei ✉️,</b> 
8549              
8550            
8551          
8552        
8553          
8554          
8555          
8556            
8557              
8558                  <font color="#808080">Sun Hong</font>,
8559              
8560            
8561          
8562        
8563          
8564          
8565          
8566            
8567              
8568                  <font color="#808080">Barbot Jean-Pierre</font>,
8569              
8570            
8571          
8572        
8573          
8574          
8575          
8576            
8577              
8578                <font color="#808080">and Zheng Gang</font>
8579              
8580            
8581          
8582        
8583      </div>
8584
8585      <div class="periodical">
8586      
8587        <em>Signal processing, </em>
8588      
8589      
8590        2012
8591      
8592      </div>
8593
8594
8595    <div class="highlight">
8596      
8597        🔥 <font color="#FF0000"><b>A nonparametric approach to recover cluster / block sparse signals</b></font>
8598      
8599    </div>
8600
8601    <div class="links">
8602    
8603    
8604    
8605        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
8606    
8607    
8608      <a href="https://sites.google.com/site/link2yulei/research" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
8609    
8610    
8611    
8612    
8613    
8614      <a href="https://sites.google.com/site/link2yulei/publications/materials/CluSS_MCMCPackage.zip?attredirects=0" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
8615    
8616    
8617    
8618    
8619    
8620    </div>
8621
8622    <!-- Hidden abstract block -->
8623    
8624
8625    <!-- Hidden bibtex block -->
8626    
8627      <div class="bibtex hidden">
8628        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2012</span><span class="p">,</span>
8629  <span class="na">title</span> <span class="p">=</span> <span class="s">{Bayesian compressive sensing for cluster structured sparse signals}</span><span class="p">,</span>
8630  <span class="na">volume</span> <span class="p">=</span> <span class="s">{92}</span><span class="p">,</span>
8631  <span class="na">number</span> <span class="p">=</span> <span class="s">{1}</span><span class="p">,</span>
8632  <span class="na">journal</span> <span class="p">=</span> <span class="s">{Signal processing}</span><span class="p">,</span>
8633  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Sun, Hong and Barbot, Jean-Pierre and Zheng, Gang}</span><span class="p">,</span>
8634  <span class="na">year</span> <span class="p">=</span> <span class="s">{2012}</span><span class="p">,</span>
8635  <span class="na">pages</span> <span class="p">=</span> <span class="s">{259--269}</span>
8636<span class="p">}</span></code></pre></figure>
8637      </div>
8638    
8639 
8640  </div>
8641</div>
8642</li></ol> 
8643                    <h2 class="year">Image Processing</h2>
8644                    <ol class="bibliography"><li>
8645  
8646
8647
8648
8649
8650<div class="row">
8651  <div class="col-sm-3">
8652    <img class="img-fluid" src="/assets/img/imgs_pub/he2021.jpg" />
8653  
8654  </div>
8655
8656<div id="he2021" class="col-sm-9">
8657    <div class="title">Image super-resolution by learning weighted convolutional sparse coding</div>
8658    <div class="author">  
8659        
8660          
8661          
8662          
8663            
8664              
8665                  <font color="#808080">He Jingwei</font>,
8666              
8667            
8668          
8669        
8670          
8671          
8672          
8673            
8674              
8675                  <b>Yu Lei ✉️,</b> 
8676              
8677            
8678          
8679        
8680          
8681          
8682          
8683            
8684              
8685                  <font color="#808080">Liu Zhou</font>,
8686              
8687            
8688          
8689        
8690          
8691          
8692          
8693            
8694              
8695                <font color="#808080">and Yang Wen</font>
8696              
8697            
8698          
8699        
8700      </div>
8701
8702      <div class="periodical">
8703      
8704        <em>Signal, Image and Video Processing, </em>
8705      
8706      
8707        2021
8708      
8709      </div>
8710
8711
8712    <div class="highlight">
8713      
8714    </div>
8715
8716    <div class="links">
8717    
8718    
8719    
8720        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
8721    
8722    
8723    
8724    
8725    
8726    
8727    
8728    
8729    
8730    
8731    </div>
8732
8733    <!-- Hidden abstract block -->
8734    
8735
8736    <!-- Hidden bibtex block -->
8737    
8738      <div class="bibtex hidden">
8739        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">he2021</span><span class="p">,</span>
8740  <span class="na">title</span> <span class="p">=</span> <span class="s">{Image super-resolution by learning weighted convolutional sparse coding}</span><span class="p">,</span>
8741  <span class="na">
8741journal</span> <span class="p">=</span> <span class="s">{Signal, Image and Video Processing}</span><span class="p">,</span>
8742  <span class="na">author</span> <span class="p">=</span> <span class="s">{He, Jingwei and Yu, Lei and Liu, Zhou and Yang, Wen}</span><span class="p">,</span>
8743  <span class="na">year</span> <span class="p">=</span> <span class="s">{2021}</span><span class="p">,</span>
8744  <span class="na">pages</span> <span class="p">=</span> <span class="s">{1--9}</span>
8745<span class="p">}</span></code></pre></figure>
8746      </div>
8747    
8748 
8749  </div>
8750</div>
8751</li>
8752<li>
8753  
8754
8755
8756
8757
8758<div class="row">
8759  <div class="col-sm-3">
8760  </div>
8761
8762<div id="liu2019" class="col-sm-9">
8763    <div class="title">Image Denoising via Nonlocal Low Rank Approximation With Local Structure Preserving</div>
8764    <div class="author">  
8765        
8766          
8767          
8768          
8769            
8770              
8771                  <font color="#808080">Liu Zhou</font>,
8772              
8773            
8774          
8775        
8776          
8777          
8778          
8779            
8780              
8781                  <b>Yu Lei ✉️,</b> 
8782              
8783            
8784          
8785        
8786          
8787          
8788          
8789            
8790              
8791                <font color="#808080">and Sun Hong</font>
8792              
8793            
8794          
8795        
8796      </div>
8797
8798      <div class="periodical">
8799      
8800        <em>IEEE Access, </em>
8801      
8802      
8803        2019
8804      
8805      </div>
8806
8807
8808    <div class="highlight">
8809      
8810    </div>
8811
8812    <div class="links">
8813    
8814      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
8815    
8816    
8817    
8818        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
8819    
8820    
8821    
8822    
8823    
8824    
8825    
8826    
8827    
8828    
8829    </div>
8830
8831    <!-- Hidden abstract block -->
8832    
8833      <div class="abstract hidden">
8834        <p>The nuclear norm minimization method emerged from a patch-based low-rank model leads to an excellent image denoising performance, where the non-local self-similarity over image patches is exploited. However, natural images are normally with complex and irregular image patches, which cannot be well represented using only a low-rank model, and thus most of them suffer from the over-penalty problem especially for images with lots of local irregular structures (e.g., fine details or sharp edges), and then results in over-smoothing problem after denoising. On the other hand, in order to represent the irregular components, edges defined over pixel level are often exploited. While the total variation (TV) is a well-known prior to remove noises and preserve edges, it might yield undesired staircase artifacts. The total generalized variation (TGV), a generalization of TV, can largely alleviate such staircase artifacts. Consequently, in order to deal with the over-smoothing problem aroused by a low-rank model, we propose a re-weighted TGV regularized nuclear norm minimization model for local structure preserving image denoising. Thanks to the split Bregman method, our proposed model can be effectively solved. A re-weighted strategy is developed to adaptively update the weight parameters of TGV regularization. The encouraging experimental results on noisy images demonstrate the effectiveness of our proposed method.</p>
8835      </div>
8836    
8837
8838    <!-- Hidden bibtex block -->
8839    
8840      <div class="bibtex hidden">
8841        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">liu2019</span><span class="p">,</span>
8842  <span class="na">title</span> <span class="p">=</span> <span class="s">{Image {Denoising} via {Nonlocal} {Low} {Rank} {Approximation} {With} {Local} {Structure} {Preserving}}</span><span class="p">,</span>
8843  <span class="na">volume</span> <span class="p">=</span> <span class="s">{7}</span><span class="p">,</span>
8844  <span class="na">journal</span> <span class="p">=</span> <span class="s">{IEEE Access}</span><span class="p">,</span>
8845  <span class="na">author</span> <span class="p">=</span> <span class="s">{Liu, Zhou and Yu, Lei and Sun, Hong}</span><span class="p">,</span>
8846  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
8847  <span class="na">pages</span> <span class="p">=</span> <span class="s">{7117--7132}</span>
8848<span class="p">}</span></code></pre></figure>
8849      </div>
8850    
8851 
8852  </div>
8853</div>
8854</li>
8855<li>
8856  
8857
8858
8859
8860
8861<div class="row">
8862  <div class="col-sm-3">
8863  </div>
8864
8865<div id="liu2018" class="col-sm-9">
8866    <div class="title">Image restoration via Bayesian dictionary learning with nonlocal structured beta process</div>
8867    <div class="author">  
8868        
8869          
8870          
8871          
8872            
8873              
8874                  <font color="#808080">Liu Zhou</font>,
8875              
8876            
8877          
8878        
8879          
8880          
8881          
8882            
8883              
8884                  <b>Yu Lei ✉️,</b> 
8885              
8886            
8887          
8888        
8889          
8890          
8891          
8892            
8893              
8894                <font color="#808080">and Sun Hong</font>
8895              
8896            
8897          
8898        
8899      </div>
8900
8901      <div class="periodical">
8902      
8903        <em>Journal of Visual Communication and Image Representation, </em>
8904      
8905      
8906        2018
8907      
8908      </div>
8909
8910
8911    <div class="highlight">
8912      
8913    </div>
8914
8915    <div class="links">
8916    
8917    
8918    
8919        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
8920    
8921    
8922    
8923    
8924    
8925    
8926    
8927    
8928    
8929    
8930    </div>
8931
8932    <!-- Hidden abstract block -->
8933    
8934
8935    <!-- Hidden bibtex block -->
8936    
8937      <div class="bibtex hidden">
8938        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">liu2018</span><span class="p">,</span>
8939  <span class="na">title</span> <span class="p">=</span> <span class="s">{Image restoration via {Bayesian} dictionary learning with nonlocal structured beta process}</span><span class="p">,</span>
8940  <span class="na">volume</span> <span class="p">=</span> <span class="s">{52}</span><span class="p">,</span>
8941  <span class="na">
8941journal</span> <span class="p">=</span> <span class="s">{Journal of Visual Communication and Image Representation}</span><span class="p">,</span>
8942  <span class="na">author</span> <span class="p">=</span> <span class="s">{Liu, Zhou and Yu, Lei and Sun, Hong}</span><span class="p">,</span>
8943  <span class="na">year</span> <span class="p">=</span> <span class="s">{2018}</span><span class="p">,</span>
8944  <span class="na">pages</span> <span class="p">=</span> <span class="s">{159--169}</span>
8945<span class="p">}</span></code></pre></figure>
8946      </div>
8947    
8948 
8949  </div>
8950</div>
8951</li></ol> 
8952                    <h2 class="year">Others</h2>
8953                    <ol class="bibliography"><li>
8954  
8955
8956
8957
8958
8959<div class="row">
8960  <div class="col-sm-3">
8961    <img class="img-fluid" src="/assets/img/imgs_pub/cvpr2023-xu.png" />
8962  
8963  </div>
8964
8965<div id="Xu_2023_CVPR" class="col-sm-9">
8966    <div class="title">Dynamic Coarse-To-Fine Learning for Oriented Tiny Object Detection</div>
8967    <div class="author">  
8968        
8969          
8970          
8971          
8972            
8973              
8974                  <font color="#808080">Xu Chang</font>,
8975              
8976            
8977          
8978        
8979          
8980          
8981          
8982            
8983              
8984                  <font color="#808080">Ding Jian</font>,
8985              
8986            
8987          
8988        
8989          
8990          
8991          
8992            
8993              
8994                  <font color="#808080">Wang Jinwang</font>,
8995              
8996            
8997          
8998        
8999          
9000          
9001          
9002            
9003              
9004                  <font color="#808080">Yang Wen</font>,
9005              
9006            
9007          
9008        
9009          
9010          
9011          
9012            
9013              
9014                  <font color="#808080">Yu Huai</font>,
9015              
9016            
9017          
9018        
9019          
9020          
9021          
9022            
9023              
9024                  <b>Yu Lei ✉️,</b> 
9025              
9026            
9027          
9028        
9029          
9030          
9031          
9032            
9033              
9034                <font color="#808080">and Xia Gui-Song</font>
9035              
9036            
9037          
9038        
9039      </div>
9040
9041      <div class="periodical">
9042      
9043        <em>In CVPR, </em>
9044      
9045      
9046        2023
9047      
9048      </div>
9049
9050
9051    <div class="highlight">
9052      
9053    </div>
9054
9055    <div class="links">
9056    
9057    
9058    
9059        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
9060    
9061    
9062    
9063    
9064    
9065    
9066    
9067    
9068    
9069    
9070    </div>
9071
9072    <!-- Hidden abstract block -->
9073    
9074
9075    <!-- Hidden bibtex block -->
9076    
9077      <div class="bibtex hidden">
9078        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">Xu_2023_CVPR</span><span class="p">,</span>
9079  <span class="na">author</span> <span class="p">=</span> <span class="s">{Xu, Chang and Ding, Jian and Wang, Jinwang and Yang, Wen and Yu, Huai and Yu, Lei and Xia, Gui-Song}</span><span class="p">,</span>
9080  <span class="na">title</span> <span class="p">=</span> <span class="s">{Dynamic Coarse-To-Fine Learning for Oriented Tiny Object Detection}</span><span class="p">,</span>
9081  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{CVPR}</span><span class="p">,</span>
9082  <span class="na">year</span> <span class="p">=</span> <span class="s">{2023}</span><span class="p">,</span>
9083  <span class="na">pages</span> <span class="p">=</span> <span class="s">{7318-7328}</span>
9084<span class="p">}</span></code></pre></figure>
9085      </div>
9086    
9087 
9088  </div>
9089</div>
9090</li>
9091<li>
9092  
9093
9094
9095
9096
9097<div class="row">
9098  <div class="col-sm-3">
9099    <img class="img-fluid" src="/assets/img/imgs_pub/bonai.png" />
9100  
9101  </div>
9102
9103<div id="wang2022" class="col-sm-9">
9104    <div class="title">Learning to Extract Building Footprints from Off-Nadir Aerial Images</div>
9105    <div class="author">  
9106        
9107          
9108          
9109          
9110            
9111              
9112                  <font color="#808080">Wang Jinwang</font>,
9113              
9114            
9115          
9116        
9117          
9118          
9119          
9120            
9121              
9122                  <font color="#808080">Meng L.</font>,
9123              
9124            
9125          
9126        
9127          
9128          
9129          
9130            
9131              
9132                  <font color="#808080">Li W.</font>,
9133              
9134            
9135          
9136        
9137          
9138          
9139          
9140            
9141              
9142                  <font color="#808080">Yang Wen</font>,
9143              
9144            
9145          
9146        
9147          
9148          
9149          
9150            
9151              
9152                  <b>Yu Lei,</b> 
9153              
9154            
9155          
9156        
9157          
9158          
9159          
9160            
9161              
9162                <font color="#808080">and Xia Gui-Song</font>
9163              
9164            
9165          
9166        
9167      </div>
9168
9169      <div class="periodical">
9170      
9171        <em>IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI), </em>
9172      
9173      
9174        2022
9175      
9176      </div>
9177
9178
9179    <div class="highlight">
9180      
9181        🔥 <font color="#FF0000"><b>Top Journal</b></font>
9182      
9183    </div>
9184
9185    <div class="links">
9186    
9187    
9188    
9189        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
9190    
9191    
9192      <a href="https://ieeexplore.ieee.org/document/9743742" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
9193    
9194    
9195    
9196    
9197    
9198    
9199    
9200    
9201    
9202    </div>
9203
9204    <!-- Hidden abstract block -->
9205    
9206
9207    <!-- Hidden bibtex block -->
9208    
9209      <div class="bibtex hidden">
9210        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">wang2022</span><span class="p">,</span>
9211  <span class="na">title</span> <span class="p">=</span> <span class="s">{Learning to Extract Building Footprints from Off-Nadir Aerial Images}</span><span class="p">,</span>
9212  <span class="na">
9212journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI)}</span><span class="p">,</span>
9213  <span class="na">author</span> <span class="p">=</span> <span class="s">{Wang, Jinwang and Meng, L. and Li, W. and Yang, Wen and Yu, Lei and Xia, Gui-Song}</span><span class="p">,</span>
9214  <span class="na">year</span> <span class="p">=</span> <span class="s">{2022}</span>
9215<span class="p">}</span></code></pre></figure>
9216      </div>
9217    
9218 
9219  </div>
9220</div>
9221</li>
9222<li>
9223  
9224
9225
9226
9227
9228<div class="row">
9229  <div class="col-sm-3">
9230    <img class="img-fluid" src="/assets/img/imgs_pub/xu2022eccv.png" />
9231  
9232  </div>
9233
9234<div id="xu2022rfla" class="col-sm-9">
9235    <div class="title">RFLA: Gaussian Receptive Field Based Label Assignment for Tiny Object Detection</div>
9236    <div class="author">  
9237        
9238          
9239          
9240          
9241            
9242              
9243                  <font color="#808080">Xu Chang</font>,
9244              
9245            
9246          
9247        
9248          
9249          
9250          
9251            
9252              
9253                  <font color="#808080">Wang Jinwang</font>,
9254              
9255            
9256          
9257        
9258          
9259          
9260          
9261            
9262              
9263                  <font color="#808080">Yang Wen</font>,
9264              
9265            
9266          
9267        
9268          
9269          
9270          
9271            
9272              
9273                  <font color="#808080">Yu Huai</font>,
9274              
9275            
9276          
9277        
9278          
9279          
9280          
9281            
9282              
9283                  <b>Yu Lei,</b> 
9284              
9285            
9286          
9287        
9288          
9289          
9290          
9291            
9292              
9293                <font color="#808080">and Xia Gui-Song</font>
9294              
9295            
9296          
9297        
9298      </div>
9299
9300      <div class="periodical">
9301      
9302        <em>In European Conference on Computer Vision, </em>
9303      
9304      
9305        2022
9306      
9307      </div>
9308
9309
9310    <div class="highlight">
9311      
9312    </div>
9313
9314    <div class="links">
9315    
9316    
9317    
9318        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
9319    
9320    
9321    
9322    
9323    
9324    
9325      <a href="https://github.com/Chasel-Tsui/mmdet-rfla" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
9326    
9327    
9328    
9329    
9330    
9331    </div>
9332
9333    <!-- Hidden abstract block -->
9334    
9335
9336    <!-- Hidden bibtex block -->
9337    
9338      <div class="bibtex hidden">
9339        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@inproceedings</span><span class="p">{</span><span class="nl">xu2022rfla</span><span class="p">,</span>
9340  <span class="na">title</span> <span class="p">=</span> <span class="s">{RFLA: Gaussian Receptive Field Based Label Assignment for Tiny Object Detection}</span><span class="p">,</span>
9341  <span class="na">author</span> <span class="p">=</span> <span class="s">{Xu, Chang and Wang, Jinwang and Yang, Wen and Yu, Huai and Yu, Lei and Xia, Gui-Song}</span><span class="p">,</span>
9342  <span class="na">booktitle</span> <span class="p">=</span> <span class="s">{European Conference on Computer Vision}</span><span class="p">,</span>
9343  <span class="na">pages</span> <span class="p">=</span> <span class="s">{526--543}</span><span class="p">,</span>
9344  <span class="na">year</span> <span class="p">=</span> <span class="s">{2022}</span><span class="p">,</span>
9345  <span class="na">organization</span> <span class="p">=</span> <span class="s">{Springer}</span>
9346<span class="p">}</span></code></pre></figure>
9347      </div>
9348    
9349 
9350  </div>
9351</div>
9352</li>
9353<li>
9354  
9355
9356
9357
9358
9359<div class="row">
9360  <div class="col-sm-3">
9361    <img class="img-fluid" src="/assets/img/imgs_pub/derain.jpg" />
9362  
9363  </div>
9364
9365<div id="key" class="col-sm-9">
9366    <div class="title">Single Image Deraining With Continuous Rain Density Estimation</div>
9367    <div class="author">  
9368        
9369          
9370          
9371          
9372            
9373              
9374                  <b>Yu Lei ✉️,</b> 
9375              
9376            
9377          
9378        
9379          
9380          
9381          
9382            
9383              
9384                  <font color="#808080">Wang Bishan</font>,
9385              
9386            
9387          
9388        
9389          
9390          
9391          
9392            
9393              
9394                  <font color="#808080">He Jingwei</font>,
9395              
9396            
9397          
9398        
9399          
9400          
9401          
9402            
9403              
9404                  <font color="#808080">Xia Guisong</font>,
9405              
9406            
9407          
9408        
9409          
9410          
9411          
9412            
9413              
9414                <font color="#808080">and Yang Wen</font>
9415              
9416            
9417          
9418        
9419      </div>
9420
9421      <div class="periodical">
9422      
9423        <em>IEEE Transaction on Multimedia, </em>
9424      
9425      
9426        2021
9427      
9428      </div>
9429
9430
9431    <div class="highlight">
9432      
9433        🔥 <font color="#FF0000"><b>A new deraining method considering rain densities.</b></font>
9434      
9435    </div>
9436
9437    <div class="links">
9438    
9439    
9440    
9441        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
9442    
9443    
9444    
9445    
9446    
9447    
9448      <a href="https://github.com/Achhhe/CODE-Net" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
9449    
9450    
9451    
9452    
9453    
9454    </div>
9455
9456    <!-- Hidden abstract block -->
9457    
9458
9459    <!-- Hidden bibtex block -->
9460    
9461      <div class="bibtex hidden">
9462        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">key</span><span class="p">,</span>
9463  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Wang, Bishan and He, Jingwei and Xia, Guisong and Yang, Wen}</span><span class="p">,</span>
9464  <span class="na">
9464journal</span> <span class="p">=</span> <span class="s">{IEEE Transaction on Multimedia}</span><span class="p">,</span>
9465  <span class="na">number</span> <span class="p">=</span> <span class="s">{0}</span><span class="p">,</span>
9466  <span class="na">title</span> <span class="p">=</span> <span class="s">{Single Image Deraining With Continuous Rain Density Estimation}</span><span class="p">,</span>
9467  <span class="na">volume</span> <span class="p">=</span> <span class="s">{0}</span><span class="p">,</span>
9468  <span class="na">year</span> <span class="p">=</span> <span class="s">{2021}</span>
9469<span class="p">}</span></code></pre></figure>
9470      </div>
9471    
9472 
9473  </div>
9474</div>
9475</li>
9476<li>
9477  
9478
9479
9480
9481
9482<div class="row">
9483  <div class="col-sm-3">
9484    <img class="img-fluid" src="/assets/img/imgs_pub/li2021.jpg" />
9485  
9486  </div>
9487
9488<div id="li2021" class="col-sm-9">
9489    <div class="title">ULSD: Unified line segment detection across pinhole, fisheye, and spherical cameras</div>
9490    <div class="author">  
9491        
9492          
9493          
9494          
9495            
9496              
9497                  <font color="#808080">Li Hao</font>,
9498              
9499            
9500          
9501        
9502          
9503          
9504          
9505            
9506              
9507                  <font color="#808080">Yu Huai</font>,
9508              
9509            
9510          
9511        
9512          
9513          
9514          
9515            
9516              
9517                  <font color="#808080">Wang Jinwang</font>,
9518              
9519            
9520          
9521        
9522          
9523          
9524          
9525            
9526              
9527                  <font color="#808080">Yang Wen</font>,
9528              
9529            
9530          
9531        
9532          
9533          
9534          
9535            
9536              
9537                  <b>Yu Lei ✉️,</b> 
9538              
9539            
9540          
9541        
9542          
9543          
9544          
9545            
9546              
9547                <font color="#808080">and Scherer Sebastian</font>
9548              
9549            
9550          
9551        
9552      </div>
9553
9554      <div class="periodical">
9555      
9556        <em>ISPRS Journal of Photogrammetry and Remote Sensing, </em>
9557      
9558      
9559        2021
9560      
9561      </div>
9562
9563
9564    <div class="highlight">
9565      
9566        🔥 <font color="#FF0000"><b>Best Paper of 2021 in ISPRS</b></font>
9567      
9568    </div>
9569
9570    <div class="links">
9571    
9572    
9573    
9574        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
9575    
9576    
9577      <a href="https://www.isprs.org/society/awards/helava.aspx" class="btn btn-sm z-depth-0" role="button" target="_blank">HTML</a>
9578    
9579    
9580    
9581    
9582    
9583      <a href="https://github.com/lh9171338/Unified-Line-Segment-Detection" class="btn btn-sm z-depth-0" role="button" target="_blank">Code</a>
9584    
9585    
9586    
9587    
9588    
9589    </div>
9590
9591    <!-- Hidden abstract block -->
9592    
9593
9594    <!-- Hidden bibtex block -->
9595    
9596      <div class="bibtex hidden">
9597        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">li2021</span><span class="p">,</span>
9598  <span class="na">title</span> <span class="p">=</span> <span class="s">{{ULSD}: {Unified} line segment detection across pinhole, fisheye, and spherical cameras}</span><span class="p">,</span>
9599  <span class="na">volume</span> <span class="p">=</span> <span class="s">{178}</span><span class="p">,</span>
9600  <span class="na">journal</span> <span class="p">=</span> <span class="s">{ISPRS Journal of Photogrammetry and Remote Sensing}</span><span class="p">,</span>
9601  <span class="na">author</span> <span class="p">=</span> <span class="s">{Li, Hao and Yu, Huai and Wang, Jinwang and Yang, Wen and Yu, Lei and Scherer, Sebastian}</span><span class="p">,</span>
9602  <span class="na">year</span> <span class="p">=</span> <span class="s">{2021}</span><span class="p">,</span>
9603  <span class="na">pages</span> <span class="p">=</span> <span class="s">{187--202}</span>
9604<span class="p">}</span></code></pre></figure>
9605      </div>
9606    
9607 
9608  </div>
9609</div>
9610</li>
9611<li>
9612  
9613
9614
9615
9616
9617<div class="row">
9618  <div class="col-sm-3">
9619  </div>
9620
9621<div id="saadi2019" class="col-sm-9">
9622    <div class="title">Algorithm to compute nonlinear partial observer normal form with multiple outputs</div>
9623    <div class="author">  
9624        
9625          
9626          
9627          
9628            
9629              
9630                  <font color="#808080">Saadi Wided</font>,
9631              
9632            
9633          
9634        
9635          
9636          
9637          
9638            
9639              
9640                  <font color="#808080">Boutat Driss</font>,
9641              
9642            
9643          
9644        
9645          
9646          
9647          
9648            
9649              
9650                  <font color="#808080">Zheng Gang</font>,
9651              
9652            
9653          
9654        
9655          
9656          
9657          
9658            
9659              
9660                  <font color="#808080">Sbita Lassaad</font>,
9661              
9662            
9663          
9664        
9665          
9666          
9667          
9668            
9669              
9670                    and <b>Yu Lei</b>
9671              
9672            
9673          
9674        
9675      </div>
9676
9677      <div class="periodical">
9678      
9679        <em>IEEE Transactions on Automatic Control, </em>
9680      
9681      
9682        2019
9683      
9684      </div>
9685
9686
9687    <div class="highlight">
9688      
9689        🔥 <font color="#FF0000"><b>TOP Journal</b></font>
9690      
9691    </div>
9692
9693    <div class="links">
9694    
9695      <a class="abstract btn btn-sm z-depth-0" role="button">Abs</a>
9696    
9697    
9698    
9699        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
9700    
9701    
9702    
9703    
9704    
9705    
9706    
9707    
9708    
9709    
9710    </div>
9711
9712    <!-- Hidden abstract block -->
9713    
9714      <div class="abstract hidden">
9715        <p>It is well-known that observer design is a powerful tool to estimate the states of a dynamical system. Given a multi-output nonlinear dynamical system whose states are partially observable, this paper investigates the problem of observer design to estimate those observable states. It considers firstly a nonlinear system without inputs, and provides a set of geometric conditions, guaranteeing the existence of a change of coordinates which splits the studied nonlinear dynamical system into two subsystems, where one of them is of the well-known nonlinear observer normal form, for which a Luenberger-like observer can be designed. An extension to nonlinear systems with inputs has then been deduced.</p>
9716      </div>
9717    
9718
9719    <!-- Hidden bibtex block -->
9720    
9721      <div class="bibtex hidden">
9722        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">
9722saadi2019</span><span class="p">,</span>
9723  <span class="na">title</span> <span class="p">=</span> <span class="s">{Algorithm to compute nonlinear partial observer normal form with multiple outputs}</span><span class="p">,</span>
9724  <span class="na">journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Automatic Control}</span><span class="p">,</span>
9725  <span class="na">author</span> <span class="p">=</span> <span class="s">{Saadi, Wided and Boutat, Driss and Zheng, Gang and Sbita, Lassaad and Yu, Lei}</span><span class="p">,</span>
9726  <span class="na">year</span> <span class="p">=</span> <span class="s">{2019}</span><span class="p">,</span>
9727  <span class="na">pages</span> <span class="p">=</span> <span class="s">{1--1}</span>
9728<span class="p">}</span></code></pre></figure>
9729      </div>
9730    
9731 
9732  </div>
9733</div>
9734</li>
9735<li>
9736  
9737
9738
9739
9740
9741<div class="row">
9742  <div class="col-sm-3">
9743    <img class="img-fluid" src="/assets/img/imgs_pub/yu2011.jpg" />
9744  
9745  </div>
9746
9747<div id="yu2010g" class="col-sm-9">
9748    <div class="title">Observability forms for switched systems with zeno phenomenon or high switching frequency</div>
9749    <div class="author">  
9750        
9751          
9752          
9753          
9754            
9755              
9756                  <b>Yu Lei ✉️,</b> 
9757              
9758            
9759          
9760        
9761          
9762          
9763          
9764            
9765              
9766                  <font color="#808080">Barbot Jean-Pierre</font>,
9767              
9768            
9769          
9770        
9771          
9772          
9773          
9774            
9775              
9776                  <font color="#808080">Boutat Driss</font>,
9777              
9778            
9779          
9780        
9781          
9782          
9783          
9784            
9785              
9786                <font color="#808080">and Benmerzouk Djamila</font>
9787              
9788            
9789          
9790        
9791      </div>
9792
9793      <div class="periodical">
9794      
9795        <em>IEEE Transactions on Automatic Control, </em>
9796      
9797      
9798        2010
9799      
9800      </div>
9801
9802
9803    <div class="highlight">
9804      
9805        🔥 <font color="#FF0000"><b>Top Journal</b></font>
9806      
9807    </div>
9808
9809    <div class="links">
9810    
9811    
9812    
9813        <a class="bibtex btn btn-sm z-depth-0" role="button">Bib</a>
9814    
9815    
9816    
9817    
9818    
9819    
9820    
9821    
9822    
9823    
9824    </div>
9825
9826    <!-- Hidden abstract block -->
9827    
9828
9829    <!-- Hidden bibtex block -->
9830    
9831      <div class="bibtex hidden">
9832        <figure class="highlight"><pre><code class="language-bibtex" data-lang="bibtex"><span class="nc">@article</span><span class="p">{</span><span class="nl">yu2010g</span><span class="p">,</span>
9833  <span class="na">title</span> <span class="p">=</span> <span class="s">{Observability forms for switched systems with zeno phenomenon or high switching frequency}</span><span class="p">,</span>
9834  <span class="na">volume</span> <span class="p">=</span> <span class="s">{56}</span><span class="p">,</span>
9835  <span class="na">number</span> <span class="p">=</span> <span class="s">{2}</span><span class="p">,</span>
9836  <span class="na">journal</span> <span class="p">=</span> <span class="s">{IEEE Transactions on Automatic Control}</span><span class="p">,</span>
9837  <span class="na">author</span> <span class="p">=</span> <span class="s">{Yu, Lei and Barbot, Jean-Pierre and Boutat, Driss and Benmerzouk, Djamila}</span><span class="p">,</span>
9838  <span class="na">year</span> <span class="p">=</span> <span class="s">{2010}</span><span class="p">,</span>
9839  <span class="na">pages</span> <span class="p">=</span> <span class="s">{436--441}</span>
9840<span class="p">}</span></code></pre></figure>
9841      </div>
9842    
9843 
9844  </div>
9845</div>
9846</li></ol> 
9847
9848                </div>
9849            </div>
9850        </div>
9851    </div>
9852</div>
9853
9854    </article>
9855
9856</div>
9857    </div>
9858
9859    <!-- Footer -->
9860
9861    
9862<footer class="fixed-bottom">
9863  <div class="container mt-0">
9864    &copy; Copyright 2023 Lei  Yu.
9865    Powered by <a href="http://jekyllrb.com/" target="_blank">Jekyll</a> with <a href="https://github.com/alshedivat/al-folio">al-folio</a> theme. Hosted by <a href="https://pages.github.com/" target="_blank">GitHub Pages</a>.
9866
9867    
9868    
9869    Last updated: September 04, 2023.
9870    
9871  </div>
9872</footer>
9873
9874
9875
9876  </body>
9877
9878  <!-- Bootsrap & MDB scripts -->
9879<script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/2.4.4/umd/popper.min.js" integrity="sha512-eUQ9hGdLjBjY3F41CScH3UX+4JDSI9zXeroz7hJ+RteoCaY+GP/LDoM8AO+Pt+DRFw3nXqsjh9Zsts8hnYv8/A==" crossorigin="anonymous"></script>
vendor: 1 bytes, line 9879
9879
9880<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js" integrity="sha512-M5KW3ztuIICmVIhjSqXe01oV2bpe248gOxqmlcYrEzAvws7Pw3z6BK0iGbrwvdrUQUhi3eXgtxp5I8PDo9YfjQ==" crossorigin="anonymous"></script>
vendor: 1 bytes, line 9880
9880
9881<script src="https://cdnjs.cloudflare.com/ajax/libs/mdbootstrap/4.19.1/js/mdb.min.js" integrity="sha512-Mug9KHKmroQFMLm93zGrjhibM2z2Obg9l6qFG2qKjXEXkMp/VDkI4uju9m4QKPjWSwQ6O2qzZEnJDEeCw0Blcw==" crossorigin="anonymous"></script>
9881
9882
9883  
9884<!-- Mansory & imagesLoaded -->
9885<script defer src="https://unpkg.com/masonry-layout@4/dist/masonry.pkgd.min.js"></script>
vendor: 1 bytes, line 9885
9885
9886<script defer src="https://unpkg.com/imagesloaded@4/imagesloaded.pkgd.min.js"></script>
vendor: 1 bytes, line 9886
9886
9887<script defer src="/assets/js/mansory.js" type="text/javascript"></script>
9887
9888
9889
9890  
9891<!-- Enable Tooltips -->
9892<script type="text/javascript">
9893$(function () {$('[data-toggle="tooltip"]').tooltip()})
9894</script>
9894
9895
9896
9897
9898<!-- Medium Zoom JS -->
9899<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/medium-zoom.min.js" integrity="sha256-EdPgYcPk/IIrw7FYeuJQexva49pVRZNmt3LculEr7zM=" crossorigin="anonymous"></script>
vendor: 1 bytes, line 9899
9899
9900<script src="/assets/js/zoom.js"></script>
9900
9901
9902
9903<!-- Load Common JS -->
9904<script src="/assets/js/common.js"></script>
9904
9905
9906
9907</html>

Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.