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个人简介

教育经历: 2012.09-2017.06 南京理工大学,模式识别与智能系统,博士。 2009.09-2012.06 扬州大学,计算机应用技术,硕士。 2005.09-2009.06 扬州大学,计算机科学与技术, 学士。 出国经历 2015.10 - 2016.11 澳大利亚国立大学工程与计算机科学学院,Fatih Porikli组(计算机视觉小组)联合培养一年。 2018.12 - 至今 新加坡南洋理工大学计算机科学与工程学院博士后 工作经历 2017.06 - 至今 南京信息工程大学计算机科学与软件学院

研究领域

包括模式识别、计算机视觉与机器学习

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

Guoqing Zhang, Fatih Porikli, Huaijiang Sun, Quansen Sun, Guiyu Xia, and Yuhui Zheng, Cost-sensitive Joint Feature and Dictionary Learning for Face Recognition, Neurocomputing, 2019. (Accept) Guoqing Zhang, Huaijiang Sun, Yuhui Zheng, Guiyu Xia, Lei Feng, and Quansen Sun, Optimal Discriminative Projection for Sparse Representation-based Classification via Bilevel Optimization, IEEE Transactions on Circuits and Systems for Video Technology, 2019, DOI (identifier) 10.1109/TCSVT.2019.2902672. (SCI, CCF B类) Yuhui Zheng, Xilong Wang, Guoqing Zhang*, Baihu Xiao, Fu Xiao, and Jianwei Zhang, Multiple Kernel Coupled Projections for Domain Adaptive Dictionary Learning, IEEE Transactions on Multimdia, 2019, 21 (9): 2292-2304. (SCI 一区, * Corresponding author) Guoqing Zhang, Yuhui Zheng, Guiyu Xia, Domain Adaptive Collaborative Representation based Classification, Multimedia Tools and Applications, 2018, DIO 10.1007/s11042-018-7007-0. ( SCI). Menglan Xie, Zexuan Ji, Guoqing Zhang, Tao Wang, Quansen Sun, Mutually exclusive-KSVD: Learning a discriminative dictionary for hyperspectral image classification, Neurocomptuing, 2018, 315: 177-189. (SCI). Zhichao Zheng, Huaijiang Sun, Guoqing Zhang, Multiple Kernel locality-constrained collaborative representation-based discriminant projection for face recognition, Neurocomptuing, 2018, 318: 65-74. (SCI). Guiyu Xia, Huaijiang Sun, Beijia Chen, Qingshan Liu, Lei Feng, Guoqing Zhang, Renglong Hang, Nonlinear low-rank matrix completion for human motion recovery, IEEE transactions on Image Processing, 2018, 27 (6): 3011-3-24. (SCI, CCF: A类). Beijia Chen, Huaijiang Sun, Lei Feng, Guiyu Xia, Guoqing Zhang, Robust image compressive sensing based on m-estimator and nonlocal low-rank regularization, Neurocomputing, 2018, 275: 586-597. (SCI) Guoqing Zhang, Huanjiang Sun, Fatih Porikli, Yazhou Liu, Quansen Sun, Optimal Couple Projections for Domain Adaptive Sparse Representation-based Classification, IEEE transactions on Image Processing, 2017, 26 (12): 5922-5935. (SCI, CCF: A类). Guoqing Zhang, Huanjiang Sun, Guiyu Xia, Quansen Sun, Multiple kernel sparse representation based orthogonal discriminative projection and its cost-sensitive extension, IEEE transactions on Image Processing, 2016, 25 (9): 4271-4285. (SCI, CCF: A类). Guoqing Zhang, Huanjiang Sun, Zexuan Ji, Yun-hao Yuan, and Quansen Sun, Cost-sensitive dictionary learning for face recognition, Pattern Recognition, 2016, 60: 613-629. (SCI, 二区) Guoqing Zhang, Huanjiang Sun, Guiyu Xia, and Quansen Sun, Kernel collaborative representation based dictionary learning and discriminative projection, Neurocomputing, 2016, 207: 300-309. (SCI) Guoqing Zhang, Huanjiang Sun, Zexuan Ji, Guiyu Xia, Lei Feng, and Quansen Sun, Kernel dictionary learning based discriminant analysis, Journal of Visual Communication and Image Representation, 2016, 40: 470-484. (SCI) Guoqing Zhang, Huanjiang Sun, Zexuan Ji, and Quansen Sun, Label Propagation based on collaborative representation for face recognition, Neurocomputing, 2016, 171: 1193-1024. (SCI). Guiyu Xia, Huanjiang Sun, Xiaoqing Niu, Guoqing Zhang, and Lei Feng, Keyframe extraction for human motion capture data based on joint kernel sparse representation, IEEE transactions on Industrial Electronic, 2017, 64 (2): 1589-1599. (SCI, 一区) Guiyu Xia, Huaijiang Sun, Lei Feng, Guoqing Zhang, Yazhou Liu, Human Motion Segmentation via Robust Kernel Sparse Subspace Clustering, IEEE transactions on Image Processing, 2017, 27 (1): 135-150. (SCI, CCF: A类). Guiyu Xia, Huaijiang Sun, Guoqing Zhang, Lei Feng, Human Motion Recovery Jointly Utilizing Statistical and Kinematic Information, Information Sciences, 2016, 339: 189-205. (SCI, 二区). Hongkun Ji, Quansen Sun, Zexuan Ji, Yun-hao Yuan, Guoqing Zhang, Collaborative probabilistic labels for face recognition from single person, Pattern Recognition, 2017, 62: 125-134. (SCI, 二区). Hongkun Ji, Quansen, Sun, Yun-hao Yuan, Zexuan Ji, Guoqing Zhang, Dual structural consistency based multi-modal correlation propagation projections for data representation, Multimedia Tools and Applications, 2017, 76(20): 20909-20933. (SCI). Yun-Hao Yuan, Yun Li, Jianjun Liu, Chao-Feng Li, Xiao-Bo Shen, Guoqing Zhang, and Quan-Sen Sun. Learning Multi-kernel Multi-view Canonical Correlations for Image Recognition.Computational Visual Media, 2015, 1-10. (SCI)

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