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Hessian Regularized Multi-task Dictionary Learning for Remote Sensing Image Recognition Journal article
IEEE Geoscience and Remote Sensing Letters, 2018,Page: 1 - 5
Authors:  Guanhua Feng;  Weifeng Liu;  Shuying Li;  Dapeng Tao;  Yicong Zhou
Favorite  |  View/Download:6/0  |  Submit date:2019/03/26
Hessian Regularization  Multitask Dictionary Learning  Remote Sensing (Rs) Image Recognition  
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  
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  
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  
Weighted Couple Sparse Representation with Classified Regularization for Impulse Noise Removal Journal article
IEEE Transactions on Image Processing, 2015,Volume: 24,Issue: 11,Page: 4014 - 4026
Authors:  Chun Lung Philip Chen;  Licheng Liu;  Long Chen;  Yuan Yan Tang;  Yicong Zhou
Favorite  |  View/Download:14/0  |  Submit date:2018/10/30
Classified Regularization  Couple Sparse Representation  Dictionary Learning  Image Denoising  Impulse Noise  
Multi-Level Discriminative Dictionary Learning With Application to Large Scale Image Classification Journal article
IEEE Transactions on Image Processing, 2015,Volume: 24,Issue: 10,Page: 3109-3123
Authors:  Li Shen;  Gang Sun;  Qingming Huang;  Shuhui Wang;  Zhouchen Lin;  Enhua Wu
Favorite  |  View/Download:6/0  |  Submit date:2018/11/06
Sparse Coding  Discriminative Dictionary Learning  Hierarchical Method  Large Scale Classification  
Multi-Label Learning With Fuzzy Hypergraph Regularization for Protein Subcellular Location Prediction Journal article
IEEE Transactions on Nanobioscience, 2014,Volume: 13,Issue: 4,Page: 438-447
Authors:  Jing Chen;  Yuan Yan Tang;  C. L. Philip Chen;  Bin Fang;  Yuewei Lin;  Zhaowei Shang
Favorite  |  View/Download:12/0  |  Submit date:2019/02/11
Dictionary Learning  Hypergraph Regularization  Multi-label Learning  Protein Subcellular Localization