Low-rank, sparse matrix decomposition and group sparse coding for image classification

2012 ◽  
Author(s):  
Lihe Zhang ◽  
Chen Ma
Keyword(s):  
Image Classification ◽  
Sparse Coding ◽  
Sparse Matrix ◽  
Matrix Decomposition ◽  
Low Rank

A blind spectrum sensing based on low-rank and sparse matrix decomposition

2018 ◽  
Vol 15 (8) ◽  
pp. 118-125
Author(s):  
Junsheng Mu ◽  
Xiaojun Jing ◽  
Hai Huang ◽  
Ning Gao
Keyword(s):  
Spectrum Sensing ◽  
Sparse Matrix ◽  
Matrix Decomposition ◽  
Low Rank

scholarly journals Speech Denoising via Low-Rank and Sparse Matrix Decomposition

ETRI Journal ◽  
2014 ◽  
Vol 36 (1) ◽  
pp. 167-170 ◽  
Author(s):  
Jianjun Huang ◽  
Xiongwei Zhang ◽  
Yafei Zhang ◽  
Xia Zou ◽  
Li Zeng
Keyword(s):  
Sparse Matrix ◽  
Matrix Decomposition ◽  
Low Rank ◽  
Speech Denoising

Low-rank and sparse matrix decomposition via the truncated nuclear norm and a sparse regularizer

2018 ◽  
Vol 35 (11) ◽  
pp. 1549-1566 ◽  
Author(s):  
Zhichao Xue ◽  
Jing Dong ◽  
Yuxin Zhao ◽  
Chang Liu ◽  
Ryad Chellali
Keyword(s):  
Sparse Matrix ◽  
Matrix Decomposition ◽  
Nuclear Norm ◽  
Low Rank ◽  
Truncated Nuclear Norm

Image classification by non-negative sparse coding, correlation constrained low-rank and sparse decomposition

2014 ◽  
Vol 123 ◽  
pp. 14-22 ◽  
Author(s):  
Chunjie Zhang ◽  
Jing Liu ◽  
Chao Liang ◽  
Zhe Xue ◽  
Junbiao Pang ◽  
...  
Keyword(s):  
Image Classification ◽  
Sparse Coding ◽  
Low Rank ◽  
Sparse Decomposition
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