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Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Adobe PDF | Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2022/05/17
Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
Factored Trace Lasso Based Linear Regression Methods: Optimizations and Applications Conference paper
Communications in Computer and Information Science, Zhuhai, China, 25-27 December, 2020
Authors:  Zhang, Hengmin;  Du, Wenli;  Liu, Xiaoqian;  Zhang, Bob;  Qian, Feng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Admm  Convergence Analysis  Kkt Conditions  Matrix Trace Lasso  Nuclear Norm Factorization  
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]:30 TC[Scopus]:35 | Submit date:2018/10/30
Nonconvex Matrix Regression  Weighted Sparse Coding  Inexact Augmented Lagrange Multiplier Method  Face Recognition  
Sparsity-based image error concealment via adaptive dual dictionary learning and regularization Journal article
IEEE Transactions on Image Processing, 2016,Volume: 26,Issue: 2,Page: 782-796
Authors:  Xianming Liu;  Deming Zhai;  Jiantao Zhou;  Shiqi Wang;  Debin Zhao;  Huijun Gao
Adobe PDF | Favorite |  | TC[WOS]:22 TC[Scopus]:27 | Submit date:2018/12/22
Image Error Concealment  Dual Dictionary Learning  Sparse Coding  Kernel Ridge Regression  
Spatial error concealment via model based coupled sparse representation Conference paper
Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013, San Jose, CA, USA, 15-19 July 2013
Authors:  Deming Zhai;  Xianming Liu;  Jiantao Zhou;  Debin Zhao;  Wen Gao
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2018/12/22
Adaptive Dictionary Learning  Coupled Sparse Representation  Linear Prediction Model  Spatial Error Concealment