Current position: Home > Scientific Research
Scientific Research
Research Field
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1. Computer Vision and Pattern Recognition
(1) Person Re-Identification) (2) Face Recognition
(3) Image Classification (4) Domain Adaptation Learning
2. Machine Learning Algorithms
(1) Deep Learning (2) Unsupervised Learning
(3) Dictionary Learning
Paper Publications
more+- [1] Optimal Discriminative Feature and Dictionary Learning for Image Set Classification .Information Science .2020 ,574 (8) :498-513
- [2] Nonlinear low-rank matrix completion for human motion recovery .IEEE Transactions on Image Processing .2018 ,27 (6) :3011-3024
- [3] Mutually exclusive-K-SVD: Learning a discriminative dictionary for hyperspectral image classification .Neurocomputing .2018 ,315 (13) :177-189
- [4] Robust image compressive sensing based on m-estimator and nonlocal low-rank regularization .Neurocomputing .2018 ,275 :586-597
- [5] Keyframe extraction for human motion capture data based on joint kernel sparse representation .IEEE Transactions on Industrial Electronic .2017 ,64 (3) :1589-1599
Patents
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Published Books
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Research Projects
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Education Level:With Certificate of Graduation for Doctorate Study
School/Department:School of Computer and Software
Business Address:Computer Building 401
Contact Information:xiayang14551@163.com;
guoqingzhang@nuist.edu.cn;
guoqing.zhang@ntu.edu.sg