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Accelerated PALM for Nonconvex Low-rank Matrix Recovery with Theoretical Analysis Journal article
Zhang, Hengmin, Wen, Bihan, Zha, Zhiyuan, Zhang, Bob, Tang, Yang, Yu, Guo, Du, Wenli. Accelerated PALM for Nonconvex Low-rank Matrix Recovery with Theoretical Analysis[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34(4), 2304-2317.
Authors:  Zhang, Hengmin;  Wen, Bihan;  Zha, Zhiyuan;  Zhang, Bob;  Tang, Yang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:5  IF:8.3/7.1 | Submit date：2024/02/23
Nonconvex Rank Relaxations  Matrix Volume  Proximal Alternating Linearized Minimization  Robust Matrix Completion  Low-rank Representation  
Efficient low-rank quaternion matrix completion under the learnable transforms for color image recovery Journal article
Wu, Pengling, Kou, Kit Ian, Miao, Jifei. Efficient low-rank quaternion matrix completion under the learnable transforms for color image recovery[J]. Applied Mathematics Letters, 2024, 148, 108880.
Authors:  Wu, Pengling;  Kou, Kit Ian;  Miao, Jifei
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:2.9/2.6 | Submit date：2024/02/22
Alternating Direction Method Of Multipliers  Color Image Recovery  Low-rank Quaternion Matrix Completion  Semi-orthogonal Transform  Weighted Schatten P-norm  
Subspace-based minority oversampling for imbalance classification Journal article
Li, Tianjun, Wang, Yingxu, Liu, Licheng, Chen, Long, Chen, C. L.Philip. Subspace-based minority oversampling for imbalance classification[J]. Information Sciences, 2023, 621, 371-388.
Authors:  Li, Tianjun;  Wang, Yingxu;  Liu, Licheng;  Chen, Long;  Chen, C. L.Philip
Favorite | TC[WOS]:16 TC[Scopus]:20  IF:0/0 | Submit date：2023/05/02
Class Imbalance  Low-rank Representation  Matrix Completion  Minority Over-sampling  
Quaternion-based color image completion via logarithmic approximation Journal article
Yang, Liqiao, Miao, Jifei, Kou, Kit Ian. Quaternion-based color image completion via logarithmic approximation[J]. Information Sciences, 2022, 588, 82-105.
Authors:  Yang, Liqiao;  Miao, Jifei;  Kou, Kit Ian
Favorite | TC[WOS]:20 TC[Scopus]:23  IF:0/0 | Submit date：2022/05/04
Image Completion  Low Rank  Quaternion Matrix  Logarithmic Norm  
Color Image Recovery Using Low-Rank Quaternion Matrix Completion Algorithm Journal article
Miao, Jifei, Kou, Kit Ian. Color Image Recovery Using Low-Rank Quaternion Matrix Completion Algorithm[J]. IEEE Transactions on Image Processing, 2021, 31, 190-201.
Authors:  Miao, Jifei;  Kou, Kit Ian
Favorite | TC[WOS]:33 TC[Scopus]:37  IF:10.8/12.1 | Submit date：2022/05/17
Color Image Recovery  Low-rank Decomposition  Matrix Completion  Quaternion  
Weighted truncated nuclear norm regularization for low-rank quaternion matrix completion Journal article
Yang, Liqiao, Kou, Kit Ian, Miao, Jifei. Weighted truncated nuclear norm regularization for low-rank quaternion matrix completion[J]. Journal of Visual Communication and Image Representation, 2021, 81, 103335.
Authors:  Yang, Liqiao;  Kou, Kit Ian;  Miao, Jifei
Favorite | TC[WOS]:13 TC[Scopus]:13  IF:2.6/2.4 | Submit date：2021/12/08
Low-rank  Quaternion Matrix Completion  Quaternion Truncated Nuclear Norm  Weights  
Quaternion-based bilinear factor matrix norm minimization for color image inpainting Journal article
Miao,Jifei, Kou,Kit Ian. Quaternion-based bilinear factor matrix norm minimization for color image inpainting[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2020, 68, 5617-5631.
Authors:  Miao,Jifei;  Kou,Kit Ian
Favorite | TC[WOS]:25 TC[Scopus]:29  IF:4.6/5.2 | Submit date：2021/03/11
Bilinear Factor Matrix Norm  Color Image Inpainting  Low-rank  Quaternion Matrix Completion  
Ensemble correlation-based low-rank matrix completion with applications to traffic data imputation Journal article
Chen, Xiaobo, Wei, Zhongjie, Li, Zuoyong, Liang, Jun, Cai, Yingfeng, Zhang, Bob. Ensemble correlation-based low-rank matrix completion with applications to traffic data imputation[J]. KNOWLEDGE-BASED SYSTEMS, 2017, 132, 249-262.
Authors:  Chen, Xiaobo;  Wei, Zhongjie;  Li, Zuoyong;  Liang, Jun;  Cai, Yingfeng; et al.
Favorite | TC[WOS]:51 TC[Scopus]:60  IF:7.2/7.4 | Submit date：2018/10/30
Missing Data  Low-rank Matrix Completion  Nearest Neighbor  Pearson's Correlation  Ensemble Learning