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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
作者:  Liu, Fei;  Hou, Guangqi;  Sun, Zhenan;  Tan, Tieniu;  Guangqi Hou
浏览  |  Adobe PDF(6100Kb)  |  收藏  |  浏览/下载：353/101  |  提交时间：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
作者:  Wu, Zifeng;  Huang, Yongzhen;  Wang, Liang;  Wang, Xiaogang;  Tan, Tieniu
浏览  |  Adobe PDF(2447Kb)  |  收藏  |  浏览/下载：1098/600  |  提交时间：2017/05/05
Deep Learning  Cnn  Human Identification  Gait  Cross-view  
Coupled Topic Model for Collaborative Filtering With User-Generated Content 期刊论文
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2016, 卷号: 46, 期号: 6, 页码: 908-920
作者:  Wu, Shu;  Guo, Weiyu;  Xu, Song;  Huang, Yongzhen;  Wang, Liang;  Tan, Tieniu
浏览  |  Adobe PDF(997Kb)  |  收藏  |  浏览/下载：481/177  |  提交时间：2016/10/24
Collaborative Filtering (Cf)  Recommender Systems (Rs)  Topic Model  User-generated Content (Ugc)  
Personalized ranking with pairwise Factorization Machines 期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 期号: null, 页码: 191-200
作者:  Guo, Weiyu;  Wu, Shu;  Wang, Liang;  Tan, Tieniu
Adobe PDF(867Kb)  |  收藏  |  浏览/下载：460/187  |  提交时间：2016/10/24
Personalized Ranking  Adaptive Sampling  Pairwise Learning  
DeepIris: Learning pairwise filter bank for heterogeneous iris verification 期刊论文
PATTERN RECOGNITION LETTERS, 2016, 卷号: 82, 期号: 2, 页码: 154-161
作者:  Liu, Nianfeng;  Zhang, Man;  Li, Haiqing;  Sun, Zhenan;  Tan, Tieniu
浏览  |  Adobe PDF(4188Kb)  |  收藏  |  浏览/下载：628/286  |  提交时间：2017/02/22
Biometrics  Iris Verification  Convolutional Neural Networks  Deep Learning  Iris Recognition  
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
作者:  Zhao, Fang;  Huang, Yongzhen;  Wang, Liang;  Xiang, Tao;  Tan, Tieniu
浏览  |  Adobe PDF(6286Kb)  |  收藏  |  浏览/下载：399/128  |  提交时间：2016/10/20
Representation Learning  Video Analysis  Restricted Boltzmann Machine  Sparse Bayesian Learning  
Representative Vector Machines: A Unified Framework for Classical Classifiers 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 8, 页码: 1877-1888
作者:  Gui, Jie;  Liu, Tongliang;  Tao, Dacheng;  Sun, Zhenan;  Tan, Tieniu
浏览  |  Adobe PDF(1081Kb)  |  收藏  |  浏览/下载：394/97  |  提交时间：2016/10/20
Discriminant Vector Machine (Dvm)  Pattern Classification  Representative Vector Machines (Rvms)  Sparse Representation  Support Vector Machines (Svms)  
Learning Representative Deep Features for Image Set Analysis 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 11, 页码: 1960-1968
作者:  Wu, Zifeng;  Huang, Yongzhen;  Wang, Liang
浏览  |  Adobe PDF(1567Kb)  |  收藏  |  浏览/下载：342/118  |  提交时间：2016/01/18
Album Classification  Deep Learning  Gait Recognition  Image Set