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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:39/0 | TC[WOS]:4 TC[Scopus]:10 | 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:23/0 | TC[WOS]:4 TC[Scopus]:9 | Submit date:2018/10/30
Image denoising  robust sparse representation  constrained sparse coding  dictionary learning  nonlocal self-similarity  
Weighted sparse coding regularized nonconvex matrix regression for robust face recognition Journal article
INFORMATION SCIENCES, 2017,Volume: 394,Page: 1-17
Authors:  Zhang, Hengmin;  Yang, Jian;  Xie, Jianchun;  Qian, Jianjun;  Zhang, Bob
Favorite | View/Download:22/0 | TC[WOS]:19 TC[Scopus]:23 | Submit date:2018/10/30
Nonconvex matrix regression  Weighted sparse coding  Inexact augmented lagrange multiplier method  Face recognition  
Weighted Joint Sparse Representation for Removing Mixed Noise in Image Journal article
IEEE Transactions on Cybernetics, 2017,Volume: 47,Issue: 3,Page: 600-611
Authors:  Liu, Licheng;  Chen, Long;  Chen, C. L. Philip;  Tang, Yuan Yan;  Pun, Chi Man
Favorite | View/Download:69/0 | TC[WOS]:60 TC[Scopus]:0 | Submit date:2018/10/30
Greedy Algorithm  Image Denoising  Joint Sparse Representation (Jsr)  Nonlocal Similarity  Weighted Sparse Coding  
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:14/0 | TC[WOS]:15 TC[Scopus]:22 | Submit date:2018/12/22
Dual Dictionary Learning  Image Error Concealment  Kernel Ridge Regression  Sparse Coding  
Convolutional Sparse Coding for Face Recognition Conference paper
Authors:  Jin, Junwei;  Chen, C. L. Philip;  IEEE
Favorite | View/Download:13/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
face recognition  convolutional sparse coding  filters  sparse representation  image classification  
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:22/0 | TC[WOS]:34 TC[Scopus]:46 | Submit date:2018/10/30
Dictionary learning  Sparse coding  Face recognition  
Data-driven soft decoding of compressed images in dual transform-pixel domain Journal article
IEEE Transactions on Image Processing, 2016,Volume: 25,Issue: 4,Page: 1649-1659
Authors:  Liu X.;  Wu X.;  Zhou J.;  Zhao D.
Favorite | View/Download:20/0 | TC[WOS]:21 TC[Scopus]:31 | Submit date:2018/12/22
Compressed Image Restoration  Machine Learning  Soft Decoding  Sparse Coding  
Hypergraph-Regularized Sparse NMF for Hyperspectral Unmixing Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016,Volume: 9,Issue: 2,Page: 681-694
Authors:  Wenhong Wang;  Yuntao Qian;  Yuan Yan Tang
Favorite | View/Download:9/0 | TC[WOS]:36 TC[Scopus]:48 | Submit date:2019/02/11
Hypergraph Learning  Hyperspectral Unmixing (Hu)  Nonnegative Matrix Factorization (Nmf)  Sparse Coding  
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:11/0 | TC[WOS]:25 TC[Scopus]:37 | Submit date:2018/11/06
Sparse Coding  Discriminative Dictionary Learning  Hierarchical Method  Large Scale Classification