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UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2020, 卷号: 193, 页码: 20
Authors:  Wen, Longyin;  Du, Dawei;  Cai, Zhaowei;  Lei, Zhen;  Chang, Ming-Ching;  Qi, Honggang;  Lim, Jongwoo;  Yang, Ming-Hsuan;  Lyu, Siwei
Favorite  |  View/Download:4/0  |  Submit date:2020/06/02
Object detection  Object tracking  Benchmark  Evaluation protocol  
Single-Shot Scale-Aware Network for Real-Time Face Detection 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2019, 卷号: 127, 期号: 6-7, 页码: 537-559
Authors:  Zhang, Shifeng;  Wen, Longyin;  Shi, Hailin;  Lei, Zhen;  Lyu, Siwei;  Li, Stan Z.
View  |  Adobe PDF(21151Kb)  |  Favorite  |  View/Download:32/0  |  Submit date:2019/07/11
Face detection  Single-shot  Scale-aware  Class imbalance  
Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2017, 卷号: 122, 期号: 2, 页码: 313-333
Authors:  Wen, Longyin;  Lei, Zhen;  Chang, Ming-Ching;  Qi, Honggang;  Lyu, Siwei
Adobe PDF(3996Kb)  |  Favorite  |  View/Download:128/42  |  Submit date:2017/07/18
Multi-camera Multi-target Tracking  Single-camera Multi-target Tracking  Space-time-view Hyper-graph  Dense Sub-hypergraph Search  
Learning with Average Top-k Loss 会议论文
, Long Beach, CA, USA, 2017
Authors:  Fan, Yanbo;  Lyu, Siwei;  Ying, Yiming;  Hu, Bao-Gang
View  |  Adobe PDF(532Kb)  |  Favorite  |  View/Download:146/54  |  Submit date:2018/01/05
Supervised Learning  Aggregate Loss  Average Top-k  
Measuring and Predicting Visual Importance of Similar Objects 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2016, 卷号: 22, 期号: 12, 页码: 2564-2578
Authors:  Kong, Yan;  Dong, Weiming;  Mei, Xing;  Ma, Chongyang;  Lee, Tong-Yee;  Lyu, Siwei;  Huang, Feiyue;  Zhang, Xiaopeng
View  |  Adobe PDF(2594Kb)  |  Favorite  |  View/Download:174/29  |  Submit date:2016/04/13
Similar Objects  Visual Importance  Listwise Ranking  
Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2016, 卷号: 38, 期号: 10, 页码: 1983-1996
Authors:  Wen, Longyin;  Lei, Zhen;  Lyu, Siwei;  Li, Stan Z.;  Yang, Ming-Hsuan
Adobe PDF(739Kb)  |  Favorite  |  View/Download:139/41  |  Submit date:2016/12/26
Multi-object Tracking  Tracklet  Hierarchical  Undirected Affinity Hypergraph  Dense Structures  
Multi-label learning with missing labels for image annotation and facial action unit recognition 期刊论文
PATTERN RECOGNITION, 2015, 卷号: 48, 期号: 7, 页码: 2279-2289
Authors:  Wu, Baoyuan;  Lyu, Siwei;  Hu, Bao-Gang;  Ji, Qiang
View  |  Adobe PDF(706Kb)  |  Favorite  |  View/Download:235/117  |  Submit date:2015/09/21
Multi-label Learning  Missing Labels  Image Annotation  Facial Action Unit Recognition  
UniHIST: A Unified Framework for Image Restoration With Marginal Histogram Constraints 会议论文
IEEE Conference on Computer Vision and Pattern Recognition, Boston, MA, 2015-6
Authors:  Mei, Xing;  Dong, Weiming;  Hu, Bao-Gang;  Lyu, Siwei
View  |  Adobe PDF(2059Kb)  |  Favorite  |  View/Download:116/2  |  Submit date:2016/04/22
Image Restoration  
Improving Image Restoration with Soft-Rounding 会议论文
, Santiago, Chile, 2015
Authors:  Mei, Xing;  Qi, Honggang;  Hu, Bao-Gang;  Lyu, Siwei
View  |  Adobe PDF(2505Kb)  |  Favorite  |  View/Download:55/8  |  Submit date:2018/01/05