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Total variation regularized low-rank tensor approximation for color image denoising Conference paper
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Miyazaki, Japan, Japan, 7-10 Oct. 2018
Authors:  Yongyong Chen;  Yicong Zhou
Favorite  |  View/Download:3/0  |  Submit date:2019/03/26
Low-rank Tensor Approximation  Tensor-singular Value Decomposition  Color Image Denoising  
Tensor Nuclear Norm-Based Low-Rank Approximation With Total Variation Regularization Journal article
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2018,Volume: 12,Issue: 6,Page: 1364-1377
Authors:  Chen, Yongyong;  Wang, Shuqin;  Zhou, Yicong
Favorite  |  View/Download:5/0  |  Submit date:2019/01/17
Low-rank tensor approximation  tensor nuclear norm  hyper total variation  spatial-spectral total variation  image denoising  
Robust PCA Using Matrix Factorization for Background/Foreground Separation Journal article
IEEE ACCESS, 2018,Volume: 6,Page: 18945-18953
Authors:  Wang, Shuqin;  Wang, Yongli;  Chen, Yongyong;  Pan, Peng;  Sun, Zhipeng;  He, Guoping
Favorite  |  View/Download:83/0  |  Submit date:2018/10/30
Background/foreground separation  matrix factorization  robust PCA  
ROBUST PRINCIPAL COMPONENT ANALYSIS WITH MATRIX FACTORIZATION Conference paper
2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), Calgary, CANADA, APR 15-20, 2018
Authors:  Chen, Yongyong;  Zhou, Yicong
Favorite  |  View/Download:5/0  |  Submit date:2018/10/30
Robust Pca  Matrix Factorization  Non-convex Regularizer  Background Subtraction