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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
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Face Alignment  Dictionary Learning  Sparse Representation  Appearance-shape Modeling  
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:82/16  |  Submit date:2018/01/02
Multi-instance Learning  Multi-view  Sparse Representation  Dictionary Learning  
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 6, 页码: 1263-1274
Authors:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Yan, Shuicheng;  Liu, Cheng-Lin
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Convolutional Neural Networks (Cnns)  Dictionary  Domain ADaptation (Da)  Fisher Vector  Part Learning  Scene Recognition  
A Semi-Supervised Predictive Sparse Decomposition Based on Task-Driven Dictionary Learning 期刊论文
COGNITIVE COMPUTATION, 2017, 卷号: 9, 期号: 1, 页码: 115-124
Authors:  Lv Le;  Zhao Dongbin;  Deng QingQiong
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Semi-supervised Learning  Predictive Sparse Decomposition  Neural Networks  Dictionary Learning  
Joint Semantic and Latent Attribute Modelling for Cross-Class Transfer Learning 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017, 期号: 99, 页码: 1-1
Authors:  Peng PX(彭佩玺);  Tian YH(田永鸿);  Tao Xiang;  Wang YW(王耀威);  Massimiliano Pontil;  Huang TJ(黄铁军)
View  |  Adobe PDF(2373Kb)  |  Favorite  |  View/Download:111/46  |  Submit date:2018/01/08
Attribute Learning  Dictionary Learning  Multi-task Learning  Zero-shot Learning  Person Re-identification  Transfer Learning  
Sparse representation-based ECG signal enhancement and QRS detection 期刊论文
PHYSIOLOGICAL MEASUREMENT, 2016, 卷号: 37, 期号: 12, 页码: 2093-2110
Authors:  Zhou, Yichao;  Hu, Xiyuan;  Tang, Zhenmin;  Ahn, Andrew C.
View  |  Adobe PDF(1004Kb)  |  Favorite  |  View/Download:56/9  |  Submit date:2017/02/14
Ecg Enhancement  Qrs Complex Detection  Sparse Representation  Dictionary Learning  
Efficient Fisher Discrimination Dictionary Learning 期刊论文
SIGNAL PROCESSING, 2016, 卷号: 128, 期号: 1, 页码: 28-39
Authors:  Jiang, Rui;  Qiao, Hong;  Zhang, Bo;  Qiao H(乔红)
View  |  Adobe PDF(2109Kb)  |  Favorite  |  View/Download:92/26  |  Submit date:2016/10/20
Fisher Discrimination Dictionary Learning  Nesterov's Accelerated Gradient Method  Face Recognition  Domain Adaptation  
Identifying the Latent Active Patterns Underlying the Dynamic Organization of Human Brain Using Resting-State FMRI 会议论文
IEEE International Symposium on Biomedical Imaging (ISBI 2016), Prague, 2016-4-13-2016-4-16
Authors:  Congying Chu;  Tianzi Jiang
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Dynamic  Dictionary Learning  Resting- State Fmri  Laps  
Distributed image understanding with semantic dictionary and semantic expansion 期刊论文
Neurocomputing, 2016, 期号: 174, 页码: 384-392
Authors:  Liang Li;  Chenggang Clarence Yan;  Xing Chen;  Zhang Chunjie(张淳杰);  Jian Yin;  Baochen Jiang;  Qingming Huang;  Zhang CJ(张淳杰)
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Image Understanding  Semantic Dictionary  Multi-task Learning  Semantic Expansion  Distributed Systems  
Image Deblurring with Coupled Dictionary Learning 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2015, 卷号: 114, 期号: 2-3, 页码: 248-271
Authors:  Xiang, Shiming;  Meng, Gaofeng;  Wang, Ying;  Pan, Chunhong;  Zhang, Changshui
View  |  Adobe PDF(7526Kb)  |  Favorite  |  View/Download:91/11  |  Submit date:2015/10/13
Image Deblurring  Coupled Dictionary Learning  Sparse Representation  Multiple Kernel Deblurring