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Low-rank quaternion matrix completion based on approximate quaternion SVD and sparse regularizer Journal article
Han, Juan, Yang, Liqiao, Kou, Kit Ian, Miao, Jifei, Liu, Lizhi. Low-rank quaternion matrix completion based on approximate quaternion SVD and sparse regularizer[J]. Applied Mathematics and Computation, 2025, 491, 129230.
Authors:  Han, Juan;  Yang, Liqiao;  Kou, Kit Ian;  Miao, Jifei;  Liu, Lizhi
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.5/3.1 | Submit date：2025/01/22
Image Completion  Low Rank  Quaternion Matrix  Quaternion Qr Decomposition  Sparse Representation  
L2,1-norm regularized quaternion matrix completion using sparse representation and approximate QSVD Journal article
Han, Juan, Kou, Kit Ian, Miao, Jifei, Liu, Lizhi, Li, Haojiang. L2,1-norm regularized quaternion matrix completion using sparse representation and approximate QSVD[J]. Neurocomputing, 2025, 615, 128823.
Authors:  Han, Juan;  Kou, Kit Ian;  Miao, Jifei;  Liu, Lizhi;  Li, Haojiang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.5/5.5 | Submit date：2025/01/22
Iteratively Reweighted Quaternion L2,1-norm  Low Rank  Quaternion Matrix Completion  Quaternion Qatar Riyal (Qr) Decomposition  Sparse Regularization  
Quaternion matrix completion using untrained quaternion convolutional neural network for color image inpainting Journal article
Miao, Jifei, Kou, Kit Ian, Yang, Ying, Yang, Liqiao, Han, Juan. Quaternion matrix completion using untrained quaternion convolutional neural network for color image inpainting[J]. Signal Processing, 2024, 221, 109504.
Authors:  Miao, Jifei;  Kou, Kit Ian;  Yang, Ying;  Yang, Liqiao;  Han, Juan
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:3.4/3.8 | Submit date：2024/05/16
Color Image Inpainting  Quaternion Convolutional Neural Network (Qcnn)  Quaternion Matrix Completion  
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]:7 TC[Scopus]:8  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 train rank minimization with sparse regularization in a transformed domain for quaternion tensor completion Journal article
Miao, Jifei, Kou, Kit Ian, Yang, Liqiao, Cheng, Dong. Quaternion tensor train rank minimization with sparse regularization in a transformed domain for quaternion tensor completion[J]. Knowledge-Based Systems, 2024, 284, 111222.
Authors:  Miao, Jifei;  Kou, Kit Ian;  Yang, Liqiao;  Cheng, Dong
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:7.2/7.4 | Submit date：2024/02/22
Color Image Inpainting  Color Video  Quaternion Tensor Completion  Quaternion Tensor Train Decomposition  Sparse Regularization  
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  
Quaternion tensor singular value decomposition using a flexible transform-based approach Journal article
Miao, Jifei, Kou, Kit Ian. Quaternion tensor singular value decomposition using a flexible transform-based approach[J]. Signal Processing, 2023, 206.
Authors:  Miao, Jifei;  Kou, Kit Ian
Favorite | TC[WOS]:10 TC[Scopus]:9  IF:3.4/3.8 | Submit date：2024/01/10
Color image  Color video  Low-rank approximation  Quaternion tensor singular value decomposition  
Quaternion tensor singular value decomposition using a flexible transform-based approach Journal article
Miao, Jifei, Kou, Kit Ian. Quaternion tensor singular value decomposition using a flexible transform-based approach[J]. Signal Processing, 2023, 206.
Authors:  Miao, Jifei;  Kou, Kit Ian
Favorite | TC[WOS]:10 TC[Scopus]:9  IF:3.4/3.8 | Submit date：2024/01/10
Color Image  Color Video  Low-rank Approximation  Quaternion Tensor Singular Value Decomposition  
Quaternion Scalar and Vector Norm Decomposition: Quaternion PCA for Color Face Recognition Journal article
Wankai Liu, Kit Ian Kou, Jifei Miao, Zhenfeng Cai. Quaternion Scalar and Vector Norm Decomposition: Quaternion PCA for Color Face Recognition[J]. IEEE Transactions on Image Processing, 2022, 32, 446-457.
Authors:  Wankai Liu;  Kit Ian Kou;  Jifei Miao;  Zhenfeng Cai
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:10.8/12.1 | Submit date：2023/03/18
Color Face Recognition  Principal Component Analysis  Quaternion Scalar And Vector Norm Decomposition  Regularization