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RPCA-induced self-representation for subspace clustering Journal article
Neurocomputing, 2021,Volume: 437,Page: 249-260
Authors:  Zhong,Guo;  Pun,Chi Man
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Low-rank recovery  Robust principal component analysis  Self-representation  Subspace clustering  
Image decomposition based matrix regression with applications to robust face recognition Journal article
Pattern Recognition, 2020,Volume: 102
Authors:  Qian,Jianjun;  Yang,Jian;  Xu,Yong;  Xie,Jin;  Lai,Zhihui;  Zhang,Bob
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/11
Image decomposition  Low rank  Matrix regression  Pattern classification  
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 3254-3269
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Wen,Bihan;  Zhou,Jiantao;  Zhang,Jiachao;  Zhu,Ce
Favorite |  | TC[WOS]:8 TC[Scopus]:10 | Submit date:2021/03/11
group-based sparse representation  image restoration  Low-rank  nonlocal self-similarity  nuclear norm minimization  rank residual constraint  
Class-Specific Reconstruction Transfer Learning for Visual Recognition across Domains Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 2424-2438
Authors:  Wang,Shanshan;  Zhang,Lei;  Zuo,Wangmeng;  Zhang,Bob
Favorite |  | TC[WOS]:9 TC[Scopus]:13 | Submit date:2021/03/11
cross-domain learning  image classification  semi-supervised learning  Transfer learning  
Quaternion-based bilinear factor matrix norm minimization for color image inpainting Journal article
IEEE Transactions on Signal Processing, 2020,Volume: 68,Page: 5617-5631
Authors:  Miao,Jifei;  Kou,Kit Ian
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Bilinear factor matrix norm  color image inpainting  low-rank  quaternion matrix completion  
Total-Effect Test is Superfluous for Establishing Complementary Mediation Journal article
Statistica Sinica, 2020
Authors:  Yingkai Jiang;  Xinshu Zhao;  Lixing Zhu;  Jun S. Liu;  Ke Deng
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Complementary Mediation  Hypothesis Testing  Linear Model  Mediation Analysis  Total-effect Test  
Robust Nonconvex Nonnegative Low-rank Representation Conference paper
2019 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2019
Authors:  Zhao,Yin Ping;  Lu,Xiliang;  Chen,Long;  Tian,Jinyu;  Chen,C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
ADMM  low-rank representation  nonconvex  Nonnegative  regularization  
Simultaneous Nonlocal Self-Similarity Prior for Image Denoising Conference paper
Proceedings - International Conference on Image Processing, ICIP
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Wen,Bihan;  Zhang,Jiachao;  Zhou,Jiantao;  Zhu,Ce
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
gaussian mixture model  Image denoising  low-rank  simultaneous nonlocal self-similarity  
A Comparative Study for the Nuclear Norms Minimization Methods Conference paper
Proceedings - International Conference on Image Processing, ICIP
Authors:  Zha,Zhiyuan;  Wen,Bihan;  Zhang,Jiachao;  Zhou,Jiantao;  Zhu,Ce
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
GSR  image denoising  Low-rank matrix approximation  NNM  WNNM  
Empirical kernel map-based multilayer extreme learning machines for representation learning Journal article
NEUROCOMPUTING, 2018,Volume: 310,Page: 265-276
Authors:  Chi-Man Vong;  Chen, Chuangquan;  Wong, Pak-Kin
Favorite |  | TC[WOS]:13 TC[Scopus]:14 | Submit date:2018/10/30
Kernel Learning  Multilayer Extreme Learning Machine (Ml-elm)  Empirical Kernel Map (Ekm)  Representation Learning  Stacked Autoencoder (Sae)