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High quality depth map estimation of object surface from light-field images 期刊论文
NEUROCOMPUTING, 2017, 卷号: 252, 期号: 252, 页码: 3-16
Authors:  Liu, Fei;  Hou, Guangqi;  Sun, Zhenan;  Tan, Tieniu;  Guangqi Hou
View  |  Adobe PDF(6100Kb)  |  Favorite  |  View/Download:147/37  |  Submit date:2018/01/03
Light Field  Depth Estimation  Stereo Matching  Disparity Refinement  
A Comprehensive Study on Cross-View Gait Based Human Identification with Deep CNNs 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 2, 页码: 209-226
Authors:  Wu, Zifeng;  Huang, Yongzhen;  Wang, Liang;  Wang, Xiaogang;  Tan, Tieniu
View  |  Adobe PDF(2447Kb)  |  Favorite  |  View/Download:725/508  |  Submit date:2017/05/05
Deep Learning  Cnn  Human Identification  Gait  Cross-view  
Information Theoretic Subspace Clustering 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2643-2655
Authors:  He, Ran;  Wang, Liang;  Sun, Zhenan;  Zhang, Yingya;  Li, Bo;  Bo LI
View  |  Adobe PDF(2269Kb)  |  Favorite  |  View/Download:192/83  |  Submit date:2016/08/11
Correntropy  Group Sparsity  Low-rank Representation (Lrr)  Subspace Clustering  
Learning Relevance Restricted Boltzmann Machine for Unstructured Group Activity and Event Understanding 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2016, 卷号: 119, 期号: 3, 页码: 329-345
Authors:  Zhao, Fang;  Huang, Yongzhen;  Wang, Liang;  Xiang, Tao;  Tan, Tieniu
View  |  Adobe PDF(6286Kb)  |  Favorite  |  View/Download:137/39  |  Submit date:2016/10/20
Representation Learning  Video Analysis  Restricted Boltzmann Machine  Sparse Bayesian Learning