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Linear Representation-Based Methods for Image Classification: A Survey Journal article
IEEE Access, 2020,Volume: 8,Page: 216645-216670
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Image Classification  Linear Representation  Optimization  
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  
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
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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
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Collaborative Representation  Face Recognition  Regularization  Truncated Total Least Squares  
Two-stage image classification supervised by a single teacher single student model Conference paper
30th British Machine Vision Conference 2019, BMVC 2019, British, 9 September 2019 - 12 September 2019
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
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A novel fusion strategy for probabilistic sparse representation classifier guided by support vector machines Conference paper
Proceedings of SPIE - The International Society for Optical Engineering, Sun Yat Sen Univ, Guangzhou, PEOPLES R CHINA, MAY 10-13, 2019
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
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Classifier Fusion  Collaborative Representation  Object Recognition  Sparse Representation  
Initial investigation of different classifiers for plant leaf classification using multiple features Conference paper
Proceedings of SPIE - The International Society for Optical Engineering, Sun Yat Sen Univ, Guangzhou, PEOPLES R CHINA, MAY 10-13, 2019
Authors:  Zhang,Qi;  Zeng,Shaoning;  Zhang,Bob
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Leaf Classification  Leaf Features  Pattern Recognition  
Joint distances by sparse representation and locality-constrained dictionary learning for robust leaf recognition Journal article
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2017,Volume: 142,Page: 563-571
Authors:  Zeng, Shaoning;  Zhang, Bob;  Du, Yong
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2018/10/30
Sparse Representation  Dictionary Learning  Feature Integration  Leaf Image Recognition