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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  
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]:2 TC[Scopus]:3  IF:3.4/3.8 | Submit date：2024/05/16
Color Image Inpainting  Quaternion Convolutional Neural Network (Qcnn)  Quaternion Matrix Completion  
Synchronization of fractional-order quaternion-valued neural networks with image encryption via event-triggered impulsive control Journal article
Zhang, Yanlin, Yang, Liqiao, Kou, Kit Ian, Liu, Yang. Synchronization of fractional-order quaternion-valued neural networks with image encryption via event-triggered impulsive control[J]. Knowledge-Based Systems, 2024, 296, 111953.
Authors:  Zhang, Yanlin;  Yang, Liqiao;  Kou, Kit Ian;  Liu, Yang
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.2/7.4 | Submit date：2024/06/05
Event-triggered Impulsive Control  Finite-time Synchronization  Fractional-order Quaternion-valued Neural Networks  Image Encryption And Decryption  Quaternion-valued Linear Matrix Inequalities  
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  
Multi-scale quaternion CNN and BiGRU with cross self-attention feature fusion for fault diagnosis of bearing Journal article
Liu, Huanbai, Zhang, Fanlong, Tan, Yin, Huang, Lian, Li, Yan, Huang, Guoheng, Luo, Shenghong, Zeng, An. Multi-scale quaternion CNN and BiGRU with cross self-attention feature fusion for fault diagnosis of bearing[J]. Measurement Science and Technology, 2024, 35(8), 086138.
Authors:  Liu, Huanbai;  Zhang, Fanlong;  Tan, Yin;  Huang, Lian;  Li, Yan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.7/2.4 | Submit date：2024/07/04
Bidirectional Gated Recurrent Unit  Cross Self- Attention  Fault Diagnosis  Multi-scale Quaternion Convolutional Layer  
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  
Quaternion Cross-Modality Spatial Learning for Multi-Modal Medical Image Segmentation Journal article
Chen, Junyang, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Zheng, Zewen, Pun, Chi Man, Zhu, Jian, Huang, Zhixin. Quaternion Cross-Modality Spatial Learning for Multi-Modal Medical Image Segmentation[J]. IEEE Journal of Biomedical and Health Informatics, 2024, 28(3), 1412-1423.
Authors:  Chen, Junyang;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Zheng, Zewen; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:6.7/7.1 | Submit date：2024/04/02
Quaternions  Convolution  Three-dimensional Displays  Biomedical Imaging  Image Segmentation  Feature Extraction  Lesions  Multi-modal Medical Image  Quaternion  Spatial Dependency  Cross-modality  
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  
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]:3 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  
QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation Journal article
Deng, Zhengnan, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Lin, Tongxu, Pun, Chi Man, Huang, Zhixin, Liang, Zhixin. QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation[J]. Physics in Medicine and Biology, 2024, 69(1), 015014.
Authors:  Deng, Zhengnan;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Lin, Tongxu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.3/3.4 | Submit date：2024/02/22
Brain Tumor Segmentation  Lightweight  Mutual Learning  Quaternion Neural Networks