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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:0/0  |  Submit date:2019/03/26
Hessian Regularization  Multitask Dictionary Learning  Remote Sensing (Rs) Image Recognition  
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:9/0  |  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:11/0  |  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:11/0  |  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:10/0  |  Submit date:2018/10/30
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:9/0  |  Submit date:2018/10/30
Dictionary Learning  Hough Transform  Multispectral Image  Radon Transform (Rt)  Road Detection  
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:8/0  |  Submit date:2018/10/30
Hierarchical Retrieval Mechanism  Human Motion Retrieval  Neighborhood Preserving Dictionary  Pairwise Distance  Temporal Adjacent Bag Of Words (Ta-bow)  
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:14/0  |  Submit date:2018/10/30
Sparse representation  Dictionary learning  Feature integration  Leaf image recognition  
Metaface block sparse Bayesian learning for face recognition Conference paper
Proceedings - 2017 32nd Youth Academic Annual Conference of Chinese Association of Automation, YAC 2017, Hefei, China, 5 19, 2017 - 5 21, 2017
Authors:  Jin, Jun-Wei;  Chen, C. L. Philip;  Chen, Long
Favorite  |  View/Download:4/0  |  Submit date:2018/11/06
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:8/0  |  Submit date:2018/10/30
Cross-scene Classification  Dictionary Learning  Domain Adaptation  Hyperspectral Image (Hsi)  Multitask Learning