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Efficient quaternion CUR method for low-rank approximation to quaternion matrix Journal article
Pengling Wu, Kit Ian Kou, Hongmin Cai, Zhaoyuan Yu. Efficient quaternion CUR method for low-rank approximation to quaternion matrix[J]. Numerical Algorithms, 2024.
Authors:  Pengling Wu;  Kit Ian Kou;  Hongmin Cai;  Zhaoyuan Yu
Adobe PDF | Favorite | TC[WOS]:0 TC[Scopus]:0  IF:1.7/1.9 | Submit date：2024/08/20
65f55  Color Image Processing  Low-rank Approximation  Quaternion Cur Decomposition  Quaternion Matrix  
Dual low-rank structure embedding for robust visual information processing Journal article
Zhou, Jianhang, Zhang, Hengmin, Li, Shuyi, Zhang, Bob, Fang, Leyuan, Zhang, David. Dual low-rank structure embedding for robust visual information processing[J]. Knowledge-Based Systems, 2024, 296, 111821.
Authors:  Zhou, Jianhang;  Zhang, Hengmin;  Li, Shuyi;  Zhang, Bob;  Fang, Leyuan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/05/16
Low Rank  Structure Embedding  Bayesian Inference  Visual Information Processing  
Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition Journal article
Chen, Chuangquan, Li, Zhencheng, Kou, Kit Ian, Du, Jie, Li, Chen, Wang, Hongtao, Vong, Chi Man. Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
Authors:  Chen, Chuangquan;  Li, Zhencheng;  Kou, Kit Ian;  Du, Jie;  Li, Chen; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.3/5.7 | Submit date：2024/08/05
Multisource Learning  Multimodal Emotion Recognition  Cross-subject  Low-rank Multimodal Fusion  Domain Generalization  
Statistical guaranteed noisy tensor recovery by fusing low-rankness on all orientations in frequency–original domains Journal article
Li, Xiangrui, Wei, Dongxu, Hu, Xiyuan, Zhang, Liming, Ding, Weiping, Tang, Zhenmin. Statistical guaranteed noisy tensor recovery by fusing low-rankness on all orientations in frequency–original domains[J]. Information Fusion, 2024, 106, 102262.
Authors:  Li, Xiangrui;  Wei, Dongxu;  Hu, Xiyuan;  Zhang, Liming;  Ding, Weiping; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:14.7/16.1 | Submit date：2024/05/16
Frequency–original Domain Fusion  Low Rank  Orientation Fusion  Statistical Performance  Tensor Recovery  
Tensorized Multi-View Low-Rank Approximation Based Robust Hand-Print Recognition Journal article
Zhao, Shuping, Fei, Lunke, Zhang, Bob, Wen, Jie, Zhao, Pengyang. Tensorized Multi-View Low-Rank Approximation Based Robust Hand-Print Recognition[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 33, 3328-3340.
Authors:  Zhao, Shuping;  Fei, Lunke;  Zhang, Bob;  Wen, Jie;  Zhao, Pengyang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.8/12.1 | Submit date：2024/06/05
Consensus Representation  Low-rank Tensor Sub-space Learning  Multi-view Learning  Robust Hand-print Recognition  
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  
Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean Journal article
Zhang, Hengmin, Zhao, Jiaoyan, Zhang, Bob, Gong, Chen, Qian, Jianjun, Yang, Jian. Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(3), 3012-3026.
Authors:  Zhang, Hengmin;  Zhao, Jiaoyan;  Zhang, Bob;  Gong, Chen;  Qian, Jianjun; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:10.2/10.4 | Submit date：2024/02/22
Low-rank Representation (Lrr)  Matrix Factorization  Optimal Mean  Schatten P-norm  Subspace Clustering  
Quaternion tensor completion with sparseness for color video recovery Journal article
Yang, Liqiao, Kou, Kit Ian, Miao, Jifei, Liu, Yang, Hoi, Pui Man. Quaternion tensor completion with sparseness for color video recovery[J]. Applied Soft Computing, 2024, 154, 111322.
Authors:  Yang, Liqiao;  Kou, Kit Ian;  Miao, Jifei;  Liu, Yang;  Hoi, Pui Man
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.0 | Submit date：2024/04/02
Color Videos  Low-rank  Quaternion Discrete Cosine Transform  Quaternion Tensor  Sparsity  
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]:4 TC[Scopus]:6  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  
Quaternion Tensor Left Ring Decomposition and Application for Color Image Inpainting Journal article
Jifei Miao, Kit Ian Kou, Hongmin Cai, Lizhi Liu. Quaternion Tensor Left Ring Decomposition and Application for Color Image Inpainting[J]. Journal of Scientific Computing, 2024, 101(1), 1.
Authors:  Jifei Miao;  Kit Ian Kou;  Hongmin Cai;  Lizhi Liu
Adobe PDF | Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.8/2.7 | Submit date：2024/08/20
Color Image Inpainting  Quaternion Tensor Left Ring Decomposition  Quaternion Tensor Low-rank Completion