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Kernel nonnegative representation-based classifier Journal article
Applied Intelligence, 2022,Volume: 52,Issue: 2,Page: 2269-2289
Authors:  Zhou, Jianhang;  Zeng, Shaoning;  Zhang, Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/02/22
Image Recognition  Linear Representation-based Classifier  Non-negative Representation  Pattern Classification  
Subspace-level dictionary fusion for robust multimedia classification Journal article
Multimedia Tools and Applications, 2021,Volume: 80,Issue: 14,Page: 21885-21898
Authors:  Zhou, Jianhang;  Zeng, Shaoning;  Zhang, Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Classification  Dictionary Learning  Multimedia  Subspace  
Joint Discriminative Latent Subspace Learning for Image Classification Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2021
Authors:  Zhou, Jianhang;  Zhang, Bob;  Zeng, Shaoning;  Lai, Qi
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/13
Data Representation  Deep Learning  Feature Extraction  Image Classification  Image Classification  Image Reconstruction  Image Representation  Least Square Regression  Linear Programming  Subspace Learning  Training  
NOISE HOMOGENIZATION VIA MULTI-CHANNEL WAVELET FILTERING FOR HIGH-FIDELITY SAMPLE GENERATION IN GANS Conference paper
Proceedings - IEEE International Conference on Multimedia and Expo, Online, July 5-9, 2021
Authors:  Zeng, Shaoning;  Zhang, Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Generative Adversarial Network  Image Analysis  Image Generation  Wavelet Filtering  
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]:2 TC[Scopus]:3 | 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]:13 TC[Scopus]:14 | Submit date:2021/03/11
Image Classification  Sparse Representation  Teacher-student Model  Two-stage Classification  
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]:6 TC[Scopus]:5 | Submit date:2021/03/11
Dictionary Learning  Image Classification  L1 Regularization  Sparse Representation  
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]:6 TC[Scopus]:6 | Submit date:2021/03/11
Augmentation  Image Classification  Regularization  Sparse Representation  
A shell dataset, for shell features extraction and recognition Journal article
Scientific Data, 2019,Volume: 6,Issue: 1
Authors:  Zhang, Qi;  Zhou, Jianhang;  He, Jing;  Cun, Xiaodong;  Zeng, Shaoning;  Zhang, Bob
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2022/05/17
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]:12 TC[Scopus]:11 | Submit date:2021/03/11
Collaborative Representation  Face Recognition  Regularization  Truncated Total Least Squares