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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  
Depth-Aware Blind Image Decomposition for Real-World Adverse Weather Recovery Conference paper
Wang, Chao, Zheng, Zhedong, Quan, Ruijie, Yang, Yi. Depth-Aware Blind Image Decomposition for Real-World Adverse Weather Recovery[C]:Springer Science and Business Media Deutschland GmbH, 2025, 379-397.
Authors:  Wang, Chao;  Zheng, Zhedong;  Quan, Ruijie;  Yang, Yi
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2025/01/22
Image Decomposition  Scene Depth  Weather Recovery  
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
Quaternion Matrix  Quaternion Cur Decomposition  Low-rank Approximation  Color Image Processing  
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  
A novel image encryption scheme with adaptive Fourier decomposition Journal article
Wu, Yongfei, Zhang, Liming, Liu, Xilin, Zhang, Hao. A novel image encryption scheme with adaptive Fourier decomposition[J]. Journal of the Franklin Institute, 2024, 361(4), 106630.
Authors:  Wu, Yongfei;  Zhang, Liming;  Liu, Xilin;  Zhang, Hao
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:3.7/3.5 | Submit date：2024/04/02
Adaptive Fourier Decomposition  Bilateral Sequence Diffusion  Image Encryption  Index-sorted Mapping  Pixel Swapping  
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  
A Dual-Branch Deep Stochastic Adaptive Fourier Decomposition Network for Hyperspectral Image Classification Journal article
Chen Chunbo, ZHANG LIMING, Li Hong, Cui Wenjing. A Dual-Branch Deep Stochastic Adaptive Fourier Decomposition Network for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61.
Authors:  Chen Chunbo;  ZHANG LIMING;  Li Hong;  Cui Wenjing
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2023/12/11
Deep Learning (Dl)  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  Stochastic Adaptive Fourier Decomposition (Safd)  
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  
Tensor Decomposition Based Latent Feature Clustering for Hyperspectral Band Selection Conference paper
Qi, Jianwen, Zhang, Jie, Zhang, Yongshan, Jiang, Xinwei, Cai, Zhihua. Tensor Decomposition Based Latent Feature Clustering for Hyperspectral Band Selection[C], 2023.
Authors:  Qi, Jianwen;  Zhang, Jie;  Zhang, Yongshan;  Jiang, Xinwei;  Cai, Zhihua
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Band Selection  Hyperspectral Image  Latent Feature Clustering  Tensor Decomposition