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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]:4 TC[Scopus]:4 | Submit date:2021/03/11
Image Decomposition  Low Rank  Matrix Regression  Pattern Classification  
Low-Rank Matrix Recovery via Modified Schatten p Norm Minimization with Convergence Guarantees Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 3132-3142
Authors:  Zhang,Hengmin;  Qian,Jianjun;  Zhang,Bob;  Yang,Jian;  Gong,Chen;  Wei,Yang
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2021/03/11
Convergence Guarantees  Iterative Singular Value Thresholding Algorithm  Kurdyka-łojasiewicz Property  Low-rank Matrix Recovery  Modified Schatten-p Norm  
Efficient Recovery of Low-Rank Matrix via Double Nonconvex Nonsmooth Rank Minimization Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 10,Page: 2916-2925
Authors:  Zhang,Hengmin;  Gong,Chen;  Qian,Jianjun;  Zhang,Bob;  Xu,Chunyan;  Yang,Jian
Favorite |  | TC[WOS]:5 TC[Scopus]:9 | Submit date:2021/03/11
Double Nonconvex Nonsmooth Rank (Nnr) Minimization  Iteratively Reweighted Singular Values Function (Svf) Algorithm  Low-rank Matrix Recovery  Nuclear Norm-based Minimization (Nnm)  
Weighted sparse coding regularized nonconvex matrix regression for robust face recognition Journal article
INFORMATION SCIENCES, 2017,Volume: 394–395,Page: 1-17
Authors:  Zhang, Hengmin;  Yang, Jian;  Xie, Jianchun;  Qian, Jianjun;  Zhang, Bob
Favorite |  | TC[WOS]:25 TC[Scopus]:29 | Submit date:2018/10/30
Nonconvex Matrix Regression  Weighted Sparse Coding  Inexact Augmented Lagrange Multiplier Method  Face Recognition