UM

Browse/Search Results:  1-10 of 62 Help

Selected(0)Clear Items/Page:    Sort:
Quaternion block sparse representation for signal recovery and classification Journal article
Signal Processing, 2021,Volume: 179
Authors:  Zou,Cuiming;  Kou,Kit Ian;  Wang,Yulong;  Tang,Yuan Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Block sparse representation  Quaternion representation  Signal recovery  
Two-stage knowledge transfer framework for image classification Journal article
Pattern Recognition, 2020,Volume: 107
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/11
Image Classification  Sparse Representation  Teacher-student Model  Two-stage Classification  
Group Sparsity Residual Constraint with Non-Local Priors for Image Restoration Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8960-8975
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Ce Zhu
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Group Sparse Representation  Group Sparsity Residual Constraint  Image Restoration  Nonlocal Self-similarity  
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8561-8576
Authors:  Zhiyuan Zha;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Bihan Wen
Favorite |  | TC[WOS]:10 TC[Scopus]:8 | Submit date:2021/03/11
Image Restoration  Structural Sparse Representation  Simultaneous Nonlocal Self-similarity  Gaussian Mixture Model  Adaptive Parameter Adjusting  
Learning double weights via data augmentation for robust sparse and collaborative representation-based classification Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 29-30,Page: 20617-20638
Authors:  Zeng,Shaoning;  Zhang,Bob;  Gou,Jianping
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Augmentation  Image Classification  Regularization  Sparse Representation  
Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 8,Page: 2847-2856
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2021/03/11
Data Driven  Face Recognition  Imbalanced Classification  Spare Supervised Representation-based Classifier (Ssrc)  Sparse Representation-based Classification (Src)  
Dual sparse learning via data augmentation for robust facial image classification Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 8,Page: 1717-1734
Authors:  Zeng,Shaoning;  Zhang,Bob;  Zhang,Yanghao;  Gou,Jianping
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/11
Dictionary Learning  Image Classification  L1 Regularization  Sparse Representation  
Image Restoration Using Joint Patch-Group-Based Sparse Representation Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 7735-7750
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiachao Zhang;  Jiantao Zhou;  Ce Zhu
Favorite |  | TC[WOS]:8 TC[Scopus]:9 | Submit date:2021/03/11
Sparse Representation  Jpg-sr  Nonlocal Self-similarity  Image Restoration  Admm  
A Hybrid Structural Sparse Error Model for Image Deblocking Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Barcelona, Spain, 4-8 May 2020
Authors:  Zhiyuan Zha;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Bihan Wen
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Hybrid Structural Sparse Error  Image Deblocking  Nonlocal Self-similarity  Structural Sparse Representation  
Fuzzy KNN Method With Adaptive Nearest Neighbors Journal article
IEEE Transactions on Cybernetics, 2020
Authors:  Bian,Zekang;  Vong,Chi Man;  Wong,Pak Kin;  Wang,Shitong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Decision tree  fuzzy k-nearest-neighbor method (FKNN)  nearest neighbors  sparse representation/reconstruction