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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
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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  
Homo-ELM: fully homomorphic extreme learning machine Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 7,Page: 1531-1540
Authors:  Wang,Weiru;  Gan,Yanfen;  Vong,Chi Man;  Chen,Chuangquan
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Encrypted image classification  Encrypted machine learning  Extreme learning machine  Fully homomorphic encryption  Privacy preservation  
Weakly supervised fine-grained image classification via salient region localization and different layer feature fusion Journal article
Applied Sciences (Switzerland), 2020,Volume: 10,Issue: 13
Authors:  Chen,Fangxiong;  Huang,Guoheng;  Lan,Jiaying;  Wu,Yanhui;  Pun,Chi Man;  Ling,Wing Kuen;  Cheng,Lianglun
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Attention model  Different layer feature fusion  Fine-grained image classification  
Image decomposition based matrix regression with applications to robust face recognition Journal article
Pattern Recognition, 2020,Volume: 102
Authors:  Qian,Jianjun;  Yang,Jian;  Xu,Yong;  Xie,Jin;  Lai,Zhihui;  Zhang,Bob
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Image Decomposition  Low Rank  Matrix Regression  Pattern Classification  
Generative and Discriminative Fuzzy Restricted Boltzmann Machine Learning for Text and Image Classification Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 5,Page: 2237-2248
Authors:  Chen,C. L.Philip;  Feng,Shuang
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Discriminative learning  fuzzy number  Gaussian fuzzy restricted Boltzmann machine (GFRBM)  image classification  
Discriminant and Sparsity Based Least Squares Regression with l1 Regularization for Feature Representation Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Barcelona, Spain, 4-8 May 2020
Authors:  Zhao,Shuping;  Zhang,Bob;  Li,Shuyi
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Feature Representation  Image Classification  Least Squares Regression  
Multiscale Superpixel-Based Hyperspectral Image Classification Using Recurrent Neural Networks with Stacked Autoencoders Journal article
IEEE Transactions on Multimedia, 2020,Volume: 22,Issue: 2,Page: 487-501
Authors:  Shi,Cheng;  Pun,Chi Man
Favorite |  | TC[WOS]:11 TC[Scopus]:12 | Submit date:2021/03/11
Hyperspectral image classification  Local and nonlocal similarities  Recurrent neural networks  Stacked autoencoders