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Multi-Kernel Coupled Projections for Domain Adaptive Dictionary Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 9, 页码: 2292-2304
Authors:  Zheng, Yuhui;  Wang, Xilong;  Zhang, Guoqing;  Xiao, Baihua;  Xiao, Fu;  Zhang, Jianwei
Favorite  |  View/Download:7/0  |  Submit date:2019/12/16
Dictionary learning  multiple kernel learning  discriminative projections  domain adaptation  
Visual object tracking via a manifold regularized discriminative dual dictionary model 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 272-280
Authors:  Wang, Lingfeng;  Pan, Chunhong
Favorite  |  View/Download:26/0  |  Submit date:2019/07/11
Visual tracking  Dictionary learning  Dual dictionary  Manifold regularization  
Kernel Regularized Nonlinear Dictionary Learning for Sparse Coding 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2019, 卷号: 49, 期号: 4, 页码: 766-775
Authors:  Liu, Huaping;  Liu, He;  Sun, Fuchun;  Fang, Bin
Favorite  |  View/Download:3/0  |  Submit date:2019/12/16
Kernel dictionary learning  kernel sparse coding  stacked auto-encoder (SAE)  
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:126/40  |  Submit date:2018/01/04
Face Alignment  Dictionary Learning  Sparse Representation  Appearance-shape Modeling  
Weakly Paired Multimodal Fusion for Object Recognition 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2018, 卷号: 15, 期号: 2, 页码: 784-795
Authors:  Liu, Huaping;  Wu, Yupei;  Sun, Fuchun;  Fang, Bin;  Guo, Di
Favorite  |  View/Download:2/0  |  Submit date:2019/12/16
Intelligent robot system  manipulation and grasping  multimodal data  projective dictionary learning  weakly paired data  
Dictionary-based fiber orientation estimation with improved spatial consistency 期刊论文
MEDICAL IMAGE ANALYSIS, 2018, 卷号: 44, 期号: 44, 页码: 41-53
Authors:  Ye, Chuyang;  Prince, Jerry L.
View  |  Adobe PDF(4635Kb)  |  Favorite  |  View/Download:89/17  |  Submit date:2018/01/12
Diffusion Mri  Dictionary-based Fo Estimation  Spatial Consistency  Pairwise Fo Dissimilarity  
Joint Semantic and Latent Attribute Modelling for Cross-Class Transfer Learning 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 卷号: 40, 期号: 7, 页码: 1625-1638
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:196/80  |  Submit date:2018/01/08
Attribute Learning  Dictionary Learning  Multi-task Learning  Zero-shot Learning  Person Re-identification  Transfer Learning  
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:132/32  |  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
View  |  Adobe PDF(5307Kb)  |  Favorite  |  View/Download:265/87  |  Submit date:2016/07/14
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
View  |  Adobe PDF(998Kb)  |  Favorite  |  View/Download:146/57  |  Submit date:2017/05/08
Semi-supervised Learning  Predictive Sparse Decomposition  Neural Networks  Dictionary Learning