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张国庆

领域:新一代信息技术产业 学校:南京信息工程大学职称:副教授

研究方向主要包括模式识别、计算机视觉与机器学习。欢迎对计算机视觉、模式识别、人工智能、深度学习等方向感兴趣的同学报考我的研究生。要求:主动积极,认真勤奋,动手能力强,数学功底好,英语能力较好的同学报考。...

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教育背景

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。

工作经历

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。

项目课题经历

科研项目:[1]. 江苏省研究生培养创新工程项目(No. KYLX_0380,2014-2016,主持)[2].南京信息工程大学人才启动项目(No.2243141701077,2017-2020,主持)[3].江苏省高等学校自然科学研究面上项目(No. 18KJB520033, 2018-2020,主持)[4].江苏省自然科学基金青年基金(No. BK20180790, 2018-2021, 主持)[5].国家自然科学基金青年基金(No. 61806099, 2019-2021,主持)

论文、成果、著作等

期刊论文:[21]. Guoqing Zhang, Fatih Porikli, Huaijiang Sun, Quansen Sun, Guiyu Xia, and Yuhui Zheng, Cost-sensitive Joint Feature and Dictionary Learning for Face Recognition, Neurocomputing, 2020. DOI:10.1016/j.neucom.2020.01.101(SCI)[20]. 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 onCircuits and Systems for Video Technology,2019, 30 (4): 1065-1077. (SCI, CCF B类)[19]. 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)[18]. Guoqing Zhang, Yuhui Zheng, Guiyu Xia, Domain Adaptive Collaborative Representation based Classification,Multimedia Tools and Applications, 2019,78(21), 30175-30196.(SCI).[17]. 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).[16]. Zhichao Zheng, Huaijiang Sun, Guoqing Zhang, Multiple Kernel locality-constrained collaborative representation-based discriminant projection for face recognition, Neurocomptuing, 2018, 318: 65-74. (SCI).[15]. 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).[14]. 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)[13].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).[12].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).[11].Guoqing Zhang,Huanjiang Sun, Zexuan Ji, Yun-hao Yuan, andQuansen Sun, Cost-sensitive dictionary learning for face recognition, Pattern Recognition, 2016, 60: 613-629. (SCI,二区)[10]. Guoqing Zhang, Huanjiang Sun,Guiyu Xia, and Quansen Sun, Kernel collaborative representation baseddictionary learning and discriminative projection, Neurocomputing, 2016, 207: 300-309. (SCI)[9].Guoqing Zhang,Huanjiang Sun,Zexuan Ji,Guiyu Xia, Lei Feng, andQuansen Sun, Kernel dictionary learning based discriminant analysis,Journal of Visual Communication and Image Representation, 2016, 40: 470-484.(SCI)[8].Guoqing Zhang,Huanjiang Sun,Zexuan Ji, and Quansen Sun, Label Propagation based on collaborative representation for face recognition,Neurocomputing, 2016, 171: 1193-1024.(SCI).[7].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)[6]. Guiyu Xia, Huaijiang Sun, Lei Feng,Guoqing Zhang,Yazhou Liu, Human Motion Segmentation via Robust Kernel Sparse SubspaceClustering, IEEE transactions on Image Processing, 2017, 27 (1): 135-150.(SCI, CCF: A类).[5]. Guiyu Xia, Huaijiang Sun, Guoqing Zhang, Lei Feng, Human Motion Recovery JointlyUtilizing Statistical and Kinematic Information, Information Sciences, 2016, 339: 189-205. (SCI, 二区).[4]. HongkunJi, Quansen Sun, Zexuan Ji, Yun-hao Yuan, Guoqing Zhang, Collaborative probabilistic labels forface recognition from single person, PatternRecognition, 2017, 62: 125-134. (SCI, 二区).[3]. Hongkun Ji, Quansen, Sun, Yun-hao Yuan, Zexuan Ji, Guoqing Zhang, Dualstructural consistency based multi-modal correlation propagation projectionsfor data representation, MultimediaTools and Applications, 2017, 76(20): 20909-20933. (SCI).[2]. Yun-HaoYuan, Yun Li, Jianjun Liu, Chao-Feng Li, Xiao-Bo Shen, Guoqing Zhang, and Quan-SenSun. Learning Multi-kernel Multi-view Canonical Correlations for ImageRecognition.Computational VisualMedia, 2015, 1-10. (SCI)[1]. 孙怀江, 夏贵羽, 张国庆, 人体运动捕获数据的重用技术综述[J]. 数据采集与处理, 2017, 32(1): 1-16.会议论文:[1]. Yingjing,Wang, Zhengqun, Wang, Guoqing Zhang,and Wei, Xu, Face Recognition Using Marginal Discriminant Linear Local TangentSpace Alignment. International Conferenceon Intelligent Systems Design and Engineering Applications, Hannai, China,2012, pp. 1418-1421. (EI: INSPEC Accession Number: 12657098).

专利、著作版权等

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