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Dual Sticky Hierarchical Dirichlet Process Hidden Markov Model and Its Application to Natural Language Description of Motions 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 10, 页码: 2355-2373
Authors:  Hu, Weiming;  Tian, Guodong;  Kang, Yongxin;  Yuan, Chunfeng;  Maybank, Stephen
Favorite  |  View/Download:36/0  |  Submit date:2018/10/10
Hdp-hmm  Sticky Prior  Motion Pattern Learning  Natural Language Description  
Towards Robust and Accurate Multi-View and Partially-Occluded Face Alignment 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 987-1001
Authors:  Xing, Junliang;  Niu, Zhiheng;  Huang, Junshi;  Hu, Weiming;  Zhou, Xi;  Yan, Shuicheng
View  |  Adobe PDF(8206Kb)  |  Favorite  |  View/Download:108/38  |  Submit date:2018/01/04
Face Alignment  Dictionary Learning  Sparse Representation  Appearance-shape Modeling  
Video Super-Resolution via Bidirectional Recurrent Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 1015-1028
Authors:  Huang, Yan;  Wang, Wei;  Wang, Liang
View  |  Adobe PDF(10250Kb)  |  Favorite  |  View/Download:355/127  |  Submit date:2017/06/19
Deep Learning  Recurrent Neural Networks  3d Convolution  Video Super-resolution  
A Unified Framework for Tracking Based Text Detection and Recognition from Web Videos 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 3, 页码: 542-554
Authors:  Tian, Shu;  Yin, Xu-Cheng;  Su, Ya;  Hao, Hong-Wei
Favorite  |  View/Download:39/0  |  Submit date:2018/10/10
Video Text Extraction  Text Tracking  Tracking Based Text Detection  Tracking Based Text Recognition  Embedded Captions  
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
Authors:  Li, Bing;  Yuan, Chunfeng;  Xiong, Weihua;  Hu, Weiming;  Peng, Houwen;  Ding, Xinmiao;  Maybank, Steve
View  |  Adobe PDF(352Kb)  |  Favorite  |  View/Download:106/26  |  Submit date: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
Authors:  Peng, Houwen;  Li, Bing;  Ling, Haibin;  Hu, Weiming;  Xiong, Weihua;  Maybank, Stephen J.
Adobe PDF(3573Kb)  |  Favorite  |  View/Download:147/56  |  Submit date:2017/05/05
Salient Object Detection  Matrix Decomposition  Low Rank  Structured Sparsity  Subspace Learning  
Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 1, 页码: 172-188
Authors:  Hu, Weiming;  Gao, Jin;  Xing, Junliang;  Zhang, Chao;  Maybank, Stephen;  Weiming Hu
View  |  Adobe PDF(7133Kb)  |  Favorite  |  View/Download:187/58  |  Submit date:2016/04/13
Discriminant Tracking  Tensor Samples  Semi-supervised Learning  Graph Embedding Space  
Multi-Orientation Scene Text Detection with Adaptive Clustering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 卷号: 37, 期号: 9, 页码: 1930-1937
Authors:  Yin, Xu-Cheng;  Pei, Wei-Yi;  Zhang, Jun;  Hao, Hong-Wei
Favorite  |  View/Download:148/0  |  Submit date:2015/09/23
Scene Text Detection  Multi-orientation  Adaptive Hierarchical Clustering  Coarse-to-fine Grouping  
Single and Multiple Object Tracking Using a Multi-Feature Joint Sparse Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 卷号: 37, 期号: 4, 页码: 816-833
Authors:  Hu, Weiming;  Li, Wei;  Zhang, Xiaoqin;  Maybank, Stephen
View  |  Adobe PDF(1758Kb)  |  Favorite  |  View/Download:87/13  |  Submit date:2015/09/21
Visual Object Tracking  Tracking Multi-objects Under Occlusions  Multi-feature Joint Sparse Representation  
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
Authors:  Luo, Guan;  Yang, Shuang;  Tian, Guodong;  Yuan, Chunfeng;  Hu, Weiming;  Maybank, Stephen J.;  weiming hu
View  |  Adobe PDF(1426Kb)  |  Favorite  |  View/Download:96/15  |  Submit date:2015/08/12
Action Recognition  Linear Dynamical System  Local Spatio-temporal Feature  Non-vector Descriptor  Distance Learning