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Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Compressive Sensing  Hamiltonian Monte Carlo  Lasso  
Reconciliation of group sparsity and low-rank models for image restoration Conference paper
Proceedings - IEEE International Conference on Multimedia and Expo, London, UK, 6-10 July 2020
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
Favorite |  | TC[WOS]:0 TC[Scopus]:6 | Submit date:2021/03/11
Adaptive Parameter Adjustment  Alternating Minimization  Group Sparse Coding  Image Restoration  Low-rank Regularized Group Sparse Coding  
MEPHAS: An interactive graphical user interface for medical and pharmaceutical statistical analysis with R and Shiny Journal article
BMC Bioinformatics, 2020,Volume: 21,Issue: 1
Authors:  Zhou,Yi;  Leung,Siu Wai;  Mizutani,Shosuke;  Takagi,Tatsuya;  Tian,Yu Shi
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2020/11/06
Data analysis  Medical statistics  Partial least squares  Statistical software  
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 5094-5109
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Jiachao Zhang;  Ce Zhu
Favorite |  | TC[WOS]:14 TC[Scopus]:14 | Submit date:2021/03/11
Sparse Coding  Gsc  Rank Minimization  Adaptive Dictionary  Weighted ℓp-norm Minimization  Image Restoration  Compressive Sensing  Nuclear Norm  
Robust collaborative representation-based classification via regularization of truncated total least squares Journal article
Neural Computing and Applications, 2019,Volume: 31,Issue: 10,Page: 5689-5697
Authors:  Zeng,Shaoning;  Zhang,Bob;  Lan,Yuandong;  Gou,Jianping
Favorite |  | TC[WOS]:9 TC[Scopus]:7 | Submit date:2021/03/11
Collaborative Representation  Face Recognition  Regularization  Truncated Total Least Squares  
Deep cascade model-based face recognition: When deep-layered learning meets small data Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 1016-1029
Authors:  Zhang,Lei;  Liu,Ji;  Zhang,Bob;  Zhang,David;  Zhu,Ce
Favorite |  | TC[WOS]:11 TC[Scopus]:22 | Submit date:2021/03/11
Corruption  Deep Cascade Model  Face Recognition  Representation Learning  Softmax Vector  
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 |  | TC[WOS]:10 TC[Scopus]:12 | Submit date:2018/10/30
Online learning  convolutional sparse coding  dictionary learning  
A Weighted K-SVD-Based Double Sparse Representations Approach for Wireless Channels Using the Modified Takenaka-Malmquist Basis Journal article
IEEE Access, 2018,Volume: 6,Page: 54331-54342
Authors:  Lei Y.;  Fang Y.;  Zhang L.
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2019/04/04
parallel update  public weighted modified Takenaka-Malmquist basis  sparse representations  Training method  weighted K-SVD  wireless channels  
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 |  | TC[WOS]:9 TC[Scopus]:12 | Submit date:2018/10/30
Image denoising  robust sparse representation  constrained sparse coding  dictionary learning  nonlocal self-similarity  
Fusing multi-scale information in convolution network for MR image super-resolution reconstruction Journal article
BIOMEDICAL ENGINEERING ONLINE, 2018,Volume: 17
Authors:  Liu, Chang;  Wu, Xi;  Yu, Xi;  Tang, YuanYan;  Zhang, Jian;  Zhou, JiLiu
Favorite |  | TC[WOS]:17 TC[Scopus]:14 | Submit date:2018/10/30
Super-resolution reconstruction  Multi-scale information fusion  Convolution network  Magnetic resonance imaging