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Local discriminant coding based convolutional feature representation for multimodal finger recognition Journal article
Information Sciences, 2021,Volume: 547,Page: 1170-1181
Authors:  Li,Shuyi;  Zhang,Bob;  Zhao,Shuping;  Yang,Jinfeng
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/11
Convolutional neural network  Local coding  Multimodal finger recognition  
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  
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]:1 TC[Scopus]:2 | Submit date:2021/03/11
Dictionary learning  Image classification  l1 Regularization  Sparse representation  
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
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/11
Image decomposition  Low rank  Matrix regression  Pattern classification  
Robust image hashing with visual attention model and invariant moments Journal article
IET Image Processing, 2020,Volume: 14,Issue: 5,Page: 901-908
Authors:  Tang,Zhenjun;  Zhang,Hanyun;  Pun,Chi Man;  Yu,Mengzhu;  Yu,Chunqiang;  Zhang,Xianquan
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2021/03/11
Robust joint representation with triple local feature for face recognition with single sample per person Journal article
Knowledge-Based Systems, 2019,Volume: 181
Authors:  Wang,Xing;  Zhang,Bob;  Yang,Meng;  Ke,Kangyin;  Zheng,Weishi
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2021/03/11
Face recognition  Robust joint representation  Single sample per person  Triple local feature  
3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning by CNN with Hierarchical Attention Aggregation Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 8,Page: 3986-3999
Authors:  Han,Zhizhong;  Lu,Honglei;  Liu,Zhenbao;  Vong,Chi Man;  Liu,Yu Shen;  Zwicker,Matthias;  Han,Junwei;  Philip Chen,C. L.
Favorite |  | TC[WOS]:24 TC[Scopus]:27 | Submit date:2021/03/11
3D global feature learning  CNN  hierarchical attention aggregation  sequential views  view aggregation  
Multi-View CNN Feature Aggregation with ELM Auto-Encoder for 3D Shape Recognition Journal article
COGNITIVE COMPUTATION, 2018,Volume: 10,Issue: 6,Page: 908-921
Authors:  Yang, Zhi-Xin;  Tang, Lulu;  Zhang, Kun;  Wong, Pak Kin
Favorite |  | TC[WOS]:9 TC[Scopus]:11 | Submit date:2019/01/17
Elm Auto-encoder  Convolutional Neural Networks  3d Shape Recognition  Multi-view Feature Aggregation  
Nonparametric Bayesian Correlated Group Regression with Applications to Image Classification Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 11,Page: 5330-5344
Authors:  Luo L.;  Yang J.;  Zhang B.;  Jiang J.;  Huang H.
Favorite |  | TC[WOS]:7 TC[Scopus]:11 | Submit date:2019/04/04
Correlated group regression  expectation-maximization (EM)  robust image classification  scale mixture of matrix Gaussian distribution  sparse Bayesian learning (SBL)  
Nonparametric Bayesian Correlated Group Regression With Applications to Image Classification Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 11,Page: 5330-5344
Authors:  Luo, Lei;  Yang, Jian;  Zhang, Bob;  Jiang, Jielin;  Huang, Heng
Favorite |  | TC[WOS]:7 TC[Scopus]:11 | Submit date:2019/01/17
Correlated group regression  expectation-maximization (EM)  robust image classification  scale mixture of matrix Gaussian distribution  sparse Bayesian learning (SBL)