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Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 3, 页码: 1881-1897
作者:  Gao, Jin;  Lu, Yan;  Qi, Xiaojuan;  Kou, Yutong;  Li, Bing;  Li, Liang;  Yu, Shan;  Hu, Weiming
Adobe PDF(915Kb)  |  收藏  |  浏览/下载：25/8  |  提交时间：2024/06/21
Visualization  Training  Adaptation models  Data models  Optimization  Task analysis  Robustness  Online learning  few-shot online adaptation  visual tracking  continual learning  recursive least-squares estimation  
EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 10, 页码: 4499-4513
作者:  Ruan, Xiaofeng;  Liu, Yufan;  Yuan, Chunfeng;  Li, Bing;  Hu, Weiming;  Li, Yangxi;  Maybank, Stephen
Adobe PDF(3625Kb)  |  收藏  |  浏览/下载：347/47  |  提交时间：2021/06/17
Data-driven  low-rank decomposition  model compression and acceleration  structured pruning  
Manipulating Template Pixels for Model Adaptation of Siamese Visual Tracking 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2020, 卷号: 27, 页码: 1690-1694
作者:  Li, Zhenbang;  Li, Bing;  Gao, Jin;  Li, Liang;  Hu, Weiming
Adobe PDF(1209Kb)  |  收藏  |  浏览/下载：243/6  |  提交时间：2021/01/07
Adaptation models  Target tracking  Task analysis  Visualization  Feature extraction  Object tracking  Training  Model adaptation  siamese networks  visual tracking  
Asymmetric 3D Convolutional Neural Networks for action recognition 期刊论文
Pattern Recognition, 2019, 卷号: 85, 期号: 1, 页码: 1-12
作者:  Yang H(杨浩);  Yuan CF(原春峰);  Li B(李兵);  Du Y(杜杨);  Xing JL(兴军亮);  Hu WM(胡卫明);  Stephen J. Maybank
浏览  |  Adobe PDF(2689Kb)  |  收藏  |  浏览/下载：436/152  |  提交时间：2019/04/30
Asymmetric 3d Convolution  Micronets  3d-cnn  Action Recognition  
Asymmetric 3D Convolutional Neural Networks for action recognition 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 85, 期号: 1, 页码: 1-12
作者:  Yang, Hao;  Yuan, Chunfeng;  Li, Bing;  Du, Yang;  Xing, Junliang;  Hu, Weiming;  Maybank, Stephen J.
浏览  |  Adobe PDF(2689Kb)  |  收藏  |  浏览/下载：560/120  |  提交时间：2019/01/08
Asymmetric 3D convolution  MicroNets  3D-CNN  Action recognition  
Multi-View Multi-Instance Learning Based on Joint Sparse Representation and Multi-View Dictionary Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 12, 页码: 2554-2560
作者:  Li, Bing;  Yuan, Chunfeng;  Xiong, Weihua;  Hu, Weiming;  Peng, Houwen;  Ding, Xinmiao;  Maybank, Steve
浏览  |  Adobe PDF(352Kb)  |  收藏  |  浏览/下载：433/102  |  提交时间：2018/01/02
Multi-instance Learning  Multi-view  Sparse Representation  Dictionary Learning  
Salient Object Detection via Structured Matrix Decomposition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 4, 页码: 818-832
作者:  Peng, Houwen;  Li, Bing;  Ling, Haibin;  Hu, Weiming;  Xiong, Weihua;  Maybank, Stephen J.
Adobe PDF(3573Kb)  |  收藏  |  浏览/下载：495/185  |  提交时间：2017/05/05
Salient Object Detection  Matrix Decomposition  Low Rank  Structured Sparsity  Subspace Learning  
Multi-Cue Illumination Estimation via a Tree-Structured Group Joint Sparse Representation 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2016, 卷号: 117, 期号: 1, 页码: 21-47
作者:  Li, Bing;  Xiong, Weihua;  Hu, Weiming;  Funt, Brian;  Xing, Junliang
浏览  |  Adobe PDF(3374Kb)  |  收藏  |  浏览/下载：415/148  |  提交时间：2016/04/13
Color Constancy  Illumination Estimation  Automatic White Balancing  Tree-structured Group  Sparse Representation  
Multi-Perspective Cost-Sensitive Context-Aware Multi-Instance Sparse Coding and Its Application to Sensitive Video Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 1, 页码: 76-89
作者:  Hu, Weiming;  Ding, Xinmiao;  Li, Bing;  Wang, Jianchao;  Gao, Yan;  Wang, Fangshi;  Maybank, Stephen
Adobe PDF(2469Kb)  |  收藏  |  浏览/下载：438/99  |  提交时间：2016/03/19
Cost-sensitive Context-aware Multi-instance Sparse Coding (Mi-sc)  Horror Video Recognition  Multi-perspective Multi-instance Joint Sparse Coding (Mi-j-sc)  Video Emotional Feature Extraction  Violent Video Recognition  
Evaluating Combinational Illumination Estimation Methods on Real-World Images 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 卷号: 23, 期号: 3, 页码: 1194-1209
作者:  Li, Bing;  Xiong, Weihua;  Hu, Weiming;  Funt, Brian
Adobe PDF(3754Kb)  |  收藏  |  浏览/下载：342/78  |  提交时间：2015/08/12
Illumination Estimation  Color Constancy  Automatic White Balance  Committee-based