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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]:2 TC[Scopus]:2 | Submit date:2021/03/11
Augmentation  Image Classification  Regularization  Sparse Representation  
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  
Robust collaborative representation-based classification via regularization of truncated total least squares Journal article
Neural Computing and Applications, 2019,Volume: 31,Issue: 10,Page: 5689-5697
Authors:  Zeng,Shaoning;  Zhang,Bob;  Lan,Yuandong;  Gou,Jianping
Favorite |  | TC[WOS]:9 TC[Scopus]:7 | Submit date:2021/03/11
Collaborative Representation  Face Recognition  Regularization  Truncated Total Least Squares