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Improved quaternion robust principal component analysis for color image recovery Journal article
Zou, Cuiming, Kou, Kit Ian, Hu, Yutao, Wu, Yaqi, Tang, Yuan Yan. Improved quaternion robust principal component analysis for color image recovery[J]. International Journal of Wavelets, Multiresolution and Information Processing, 2024, 22(4), 2350067.
Authors:  Zou, Cuiming;  Kou, Kit Ian;  Hu, Yutao;  Wu, Yaqi;  Tang, Yuan Yan
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:0.9/1.1 | Submit date：2024/08/05
Improved Quaternion Cauchy Nuclear Norm  Robust Principal Component Analysis  
Tensor-Based Robust Principal Component Analysis with Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification Journal article
Wang, Yingxu, Li, Tianjun, Chen, Long, Yu, Yufeng, Zhao, Yinping, Zhou, Jin. Tensor-Based Robust Principal Component Analysis with Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60, 5508319.
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Yu, Yufeng;  Zhao, Yinping; et al.
Favorite | TC[WOS]:11 TC[Scopus]:19  IF:7.5/7.6 | Submit date：2022/05/17
Frontal Slice Sparsity  Hyperspectral Image Classification  Locality Preserving Graph  Tensor-based Robust Principal Component Analysis (Pca)  
RPCA-induced self-representation for subspace clustering Journal article
Zhong,Guo, Pun,Chi Man. RPCA-induced self-representation for subspace clustering[J]. Neurocomputing, 2021, 437, 249-260.
Authors:  Zhong,Guo;  Pun,Chi Man
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:5.5/5.5 | Submit date：2021/03/11
Low-rank Recovery  Robust Principal Component Analysis  Self-representation  Subspace Clustering  
Robust principal component analysis: A factorization-based approach with linear complexity Journal article
Peng, Chong, Chen, Yongyong, Kang, Zhao, Chen, Chenglizhao, Cheng, Qiang. Robust principal component analysis: A factorization-based approach with linear complexity[J]. Information Sciences, 2020, 513, 581-599.
Authors:  Peng, Chong;  Chen, Yongyong;  Kang, Zhao;  Chen, Chenglizhao;  Cheng, Qiang
Favorite | TC[WOS]:57 TC[Scopus]:62  IF:0/0 | Submit date：2021/12/06
Factorization  Linear Complexity  Robust Principal Component Analysis