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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  
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]: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  
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]:21 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]:34 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]:26 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  
Geography-Aware Inductive Matrix Completion for Personalized Point-of-Interest Recommendation in Smart Cities Journal article
Wei Wang, Junyang Chen, Jinzhong Wang, Junxin Chen, Zhiguo Gong. Geography-Aware Inductive Matrix Completion for Personalized Point-of-Interest Recommendation in Smart Cities[J]. IEEE Internet of Things Journal, 2020, 7(5), 4361-4370.
Authors:  Wei Wang;  Junyang Chen;  Jinzhong Wang;  Junxin Chen;  Zhiguo Gong
Favorite | TC[WOS]:55 TC[Scopus]:59  IF:8.2/9.0 | Submit date：2020/12/04
Location-based Social Network  Matrix Completion  Point Of Interest  Points Of Interest (Pois) Recommendation  
A Hybrid Truncated Norm Regularization Method for Matrix Completion Journal article
Ye, H., Li, H., Cao, F., Zhang, L.. A Hybrid Truncated Norm Regularization Method for Matrix Completion[J]. IEEE Transactions on Image Processing, 2019, 5171-5186.
Authors:  Ye, H.;  Li, H.;  Cao, F.;  Zhang, L.
Favorite | TC[WOS]:10   IF:10.8/12.1 | Submit date：2022/07/27
Matrix Completion  Truncated Norm  Stability  Image Inpainting