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CASIA OpenIR
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PDNet: Toward Better One-Stage Object Detection With Prediction Decoupling 期刊论文
IEEE Transactions on Image Processing, 2022, 卷号: 31, 页码: 5121-5133
作者:  Yang, Li;  Xu, Yan;  Wang, Shaoru;  Yuan, Chunfeng;  Zhang, Ziqi;  Li, Bing;  Hu, Weiming
Adobe PDF(3190Kb)  |  收藏  |  浏览/下载：280/38  |  提交时间：2022/09/19
Object detection  prediction decoupling  convolutional neural network  
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：326/43  |  提交时间：2021/06/17
Data-driven  low-rank decomposition  model compression and acceleration  structured pruning  
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：417/98  |  提交时间：2018/01/02
Multi-instance Learning  Multi-view  Sparse Representation  Dictionary Learning  
Supervised class-specific dictionary learning for sparse modeling in action recognition 期刊论文
PATTERN RECOGNITION, 2012, 卷号: 45, 期号: 11, 页码: 3902-3911
作者:  Wang, Haoran;  Yuan, Chunfeng;  Hu, Weiming;  Sun, Changyin
浏览  |  Adobe PDF(668Kb)  |  收藏  |  浏览/下载：310/115  |  提交时间：2015/08/12
Compound Feature  Motion Segment  Sparse Model  Supervised Dictionary Learning  Action Recognition  
Learning Human Actions by Combining Global Dynamics and Local Appearance 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2014, 卷号: 36, 期号: 12, 页码: 2466-2482
作者:  Luo, Guan;  Yang, Shuang;  Tian, Guodong;  Yuan, Chunfeng;  Hu, Weiming;  Maybank, Stephen J.;  weiming hu
Adobe PDF(1426Kb)  |  收藏  |  浏览/下载：363/75  |  提交时间：2015/08/12
Action Recognition  Linear Dynamical System  Local Spatio-temporal Feature  Non-vector Descriptor  Distance Learning  
Action Recognition Using Nonnegative Action Component Representation and Sparse Basis Selection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 卷号: 23, 期号: 2, 页码: 570-581
作者:  Wang, Haoran;  Yuan, Chunfeng;  Hu, Weiming;  Ling, Haibin;  Yang, Wankou;  Sun, Changyin
Adobe PDF(4323Kb)  |  收藏  |  浏览/下载：335/108  |  提交时间：2015/08/12
Action Unit  Action Recognition  Sparse Representation  Nonnegative Matrix Factorization