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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  
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  
Internationalization of Traditional/Complementary Medicine products: market entry as medicine Journal article
CHINESE MEDICINE, 2018,Volume: 13
Authors:  Li, Jiatong;  Zhu, Jianfan;  Hu, Hao;  Harnett, Joanna E.;  Lei, Chi Ieong;  Chau, Ka Yin;  Chan, Ging;  Ung, Carolina Oi Lam
View | Adobe PDF | Favorite |  | TC[WOS]:6 TC[Scopus]:8 | Submit date:2018/10/30
Traditional Chinese Medicines  Chinese Patent Medicines  Proprietary Chinese Medicines  Traditional And Complementary Medicine  Registration  Internationalization  Quality  Safety  Efficacy  
A Weighted K-SVD-Based Double Sparse Representations Approach for Wireless Channels Using the Modified Takenaka-Malmquist Basis Journal article
IEEE Access, 2018,Volume: 6,Page: 54331-54342
Authors:  Lei Y.;  Fang Y.;  Zhang L.
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2019/04/04
parallel update  public weighted modified Takenaka-Malmquist basis  sparse representations  Training method  weighted K-SVD  wireless channels  
Efficient Human Motion Retrieval via Temporal Adjacent Bag of Words and Discriminative Neighborhood Preserving Dictionary Learning Journal article
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2017,Volume: 47,Issue: 6,Page: 763-776
Authors:  Liu, Xin;  He, Gao-Feng;  Peng, Shu-Juan;  Cheung, Yiu-ming;  Tang, Yuan Yan
Favorite |  | TC[WOS]:10 TC[Scopus]:17 | Submit date:2018/10/30
Hierarchical Retrieval Mechanism  Human Motion Retrieval  Neighborhood Preserving Dictionary  Pairwise Distance  Temporal Adjacent Bag Of Words (Ta-bow)  
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]:6 TC[Scopus]:6 | Submit date:2018/10/30
Sparse representation  Dictionary learning  Feature integration  Leaf image recognition  
Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2017,Volume: 55,Issue: 3,Page: 1544-1562
Authors:  Ye, Minchao;  Qian, Yuntao;  Zhou, Jun;  Tang, Yuan Yan
Favorite |  | TC[WOS]:39 TC[Scopus]:40 | Submit date:2018/10/30
Cross-scene Classification  Dictionary Learning  Domain Adaptation  Hyperspectral Image (Hsi)  Multitask Learning  
Sparsity-based image error concealment via adaptive dual dictionary learning and regularization Journal article
IEEE Transactions on Image Processing, 2017,Volume: 26,Issue: 2,Page: 782-796
Authors:  Liu X.;  Zhai D.;  Zhou J.;  Wang S.;  Zhao D.;  Gao H.
Favorite |  | TC[WOS]:19 TC[Scopus]:23 | Submit date:2018/12/22
Dual Dictionary Learning  Image Error Concealment  Kernel Ridge Regression  Sparse Coding  
Sample diversity, representation effectiveness and robust dictionary learning for face recognition Journal article
INFORMATION SCIENCES, 2017,Volume: 375,Page: 171-182
Authors:  Xu, Yong;  Li, Zhengming;  Zhang, Bob;  Yang, Jian;  You, Jane
Favorite |  | TC[WOS]:44 TC[Scopus]:49 | Submit date:2018/10/30
Dictionary learning  Sparse coding  Face recognition  
Single image rain streaks removal based on self-learning and structured sparse representation Conference paper
2015 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2015 - Proceedings, Chengdu, 12-15 July 2015
Authors:  Shujian Yu;  Weihua Ou;  Xinge You;  Yi Mou;  Xiubao Jiang;  Yuanyan Tang
Favorite |  | TC[WOS]:10 TC[Scopus]:10 | Submit date:2019/02/11
Rain Streaks Removal  Structured Dictionary Learning And Sparse Representation  Texture Analysis