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Scalable Online Convolutional Sparse Coding Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018,Volume: 27,Issue: 10,Page: 4850-4859
Authors:  Wang, Yaqing;  Yao, Quanming;  Kwok, James T.;  Ni, Lionel M.
Favorite  |  View/Download:14/0  |  Submit date:2018/10/30
Online learning  convolutional sparse coding  dictionary learning  
Mixed Noise Removal via Robust Constrained Sparse Representation Journal article
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018,Volume: 28,Issue: 9,Page: 2177-2189
Authors:  Liu, Licheng;  Chen, C. L. Philip;  You, Xinge;  Tang, Yuan Yan;  Zhang, Yushu;  Li, Shutao
Favorite  |  View/Download:18/0  |  Submit date:2018/10/30
Image denoising  robust sparse representation  constrained sparse coding  dictionary learning  nonlocal self-similarity  
Joint medical image fusion, denoising and enhancement via discriminative low-rank sparse dictionaries learning Journal article
PATTERN RECOGNITION, 2018,Volume: 79,Page: 130-146
Authors:  Li, Huafeng;  He, Xiaoge;  Tao, Dapeng;  Tang, Yuanyan;  Wang, Ruxin
Favorite  |  View/Download:19/0  |  Submit date:2018/10/30
Medical image fusion  Denoising  Dictionary learning  Low-rank decomposition  Sparse representation  
Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification (vol 55, pg 1544, 2017) Journal article
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018,Volume: 56,Issue: 5,Page: 3002-3003
Authors:  Ye, Minchao;  Qian, Yuntao;  Zhou, Jun;  Tang, Yuan Yan
Favorite  |  View/Download:24/0  |  Submit date:2018/10/30
Efficient Human Motion Retrieval via Temporal Adjacent Bag of Words and Discriminative Neighborhood Preserving Dictionary Learning Journal article
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2017,Volume: 47,Issue: 6,Page: 763-776
Authors:  Liu, Xin;  He, Gao-Feng;  Peng, Shu-Juan;  Cheung, Yiu-ming;  Tang, Yuan Yan
Favorite  |  View/Download:17/0  |  Submit date:2018/10/30
Hierarchical Retrieval Mechanism  Human Motion Retrieval  Neighborhood Preserving Dictionary  Pairwise Distance  Temporal Adjacent Bag Of Words (Ta-bow)  
Dictionary Learning-Based Hough Transform for Road Detection in Multispectral Image Journal article
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017,Volume: 14,Issue: 12,Page: 2330-2334
Authors:  Liu, Weifeng;  Zhang, Zhenqing;  Chen, Xinghua;  Li, Shuying;  Zhou, Yicong
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30
Dictionary Learning  Hough Transform  Multispectral Image  Radon Transform (Rt)  Road Detection  
Joint distances by sparse representation and locality-constrained dictionary learning for robust leaf recognition Journal article
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2017,Volume: 142,Page: 563-571
Authors:  Zeng, Shaoning;  Zhang, Bob;  Du, Yong
Favorite  |  View/Download:21/0  |  Submit date:2018/10/30
Sparse representation  Dictionary learning  Feature integration  Leaf image recognition  
Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2017,Volume: 55,Issue: 3,Page: 1544-1562
Authors:  Ye, Minchao;  Qian, Yuntao;  Zhou, Jun;  Tang, Yuan Yan
Favorite  |  View/Download:22/0  |  Submit date:2018/10/30
Cross-scene Classification  Dictionary Learning  Domain Adaptation  Hyperspectral Image (Hsi)  Multitask Learning  
Sparsity-based image error concealment via adaptive dual dictionary learning and regularization Journal article
IEEE Transactions on Image Processing, 2017,Volume: 26,Issue: 2,Page: 782-796
Authors:  Liu X.;  Zhai D.;  Zhou J.;  Wang S.;  Zhao D.;  Gao H.
Favorite  |  View/Download:10/0  |  Submit date:2018/12/22
Dual Dictionary Learning  Image Error Concealment  Kernel Ridge Regression  Sparse Coding  
Sample diversity, representation effectiveness and robust dictionary learning for face recognition Journal article
INFORMATION SCIENCES, 2017,Volume: 375,Page: 171-182
Authors:  Xu, Yong;  Li, Zhengming;  Zhang, Bob;  Yang, Jian;  You, Jane
Favorite  |  View/Download:18/0  |  Submit date:2018/10/30
Dictionary learning  Sparse coding  Face recognition