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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:62/19  |  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:442/315  |  Submit date: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
Authors:  Wu, Shu;  Guo, Weiyu;  Xu, Song;  Huang, Yongzhen;  Wang, Liang;  Tan, Tieniu
View  |  Adobe PDF(997Kb)  |  Favorite  |  View/Download:158/73  |  Submit date:2016/10/24
Collaborative Filtering (Cf)  Recommender Systems (Rs)  Topic Model  User-generated Content (Ugc)  
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
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Correntropy  Group Sparsity  Low-rank Representation (Lrr)  Subspace Clustering  
Personalized ranking with pairwise Factorization Machines 期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 期号: null, 页码: 191-200
Authors:  Guo, Weiyu;  Wu, Shu;  Wang, Liang;  Tan, Tieniu
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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
Authors:  Liu, Nianfeng;  Zhang, Man;  Li, Haiqing;  Sun, Zhenan;  Tan, Tieniu
View  |  Adobe PDF(4188Kb)  |  Favorite  |  View/Download:187/92  |  Submit date: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
Authors:  Zhao, Fang;  Huang, Yongzhen;  Wang, Liang;  Xiang, Tao;  Tan, Tieniu
View  |  Adobe PDF(6286Kb)  |  Favorite  |  View/Download:86/21  |  Submit date:2016/10/20
Representation Learning  Video Analysis  Restricted Boltzmann Machine  Sparse Bayesian Learning  
Contextual Operation for Recommender Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 8, 页码: 2000-2012
Authors:  Wu, Shu;  Liu, Qiang;  Wang, Liang;  Tan, Tieniu
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Recommender Systems  Context-aware  Contextual Information  Context Representation  Context Operation  
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
Authors:  Gui, Jie;  Liu, Tongliang;  Tao, Dacheng;  Sun, Zhenan;  Tan, Tieniu
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Discriminant Vector Machine (Dvm)  Pattern Classification  Representative Vector Machines (Rvms)  Sparse Representation  Support Vector Machines (Svms)  
Representation Learning of Temporal Dynamics for Skeleton-Based Action Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 7, 页码: 3010-3022
Authors:  Du, Yong;  Fu, Yun;  Wang, Liang
View  |  Adobe PDF(4688Kb)  |  Favorite  |  View/Download:318/197  |  Submit date:2016/06/23
Action Recognition  Hierarchical Recurrent Neural Network  Random Scale & Rotation Transformations  Skeleton