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师资队伍
张太平
时间:2017-06-28    浏览量:次

姓名:张太平

职称:博导

专业:大数据分析与处理,模式识别,图像处理,机器学习

联系方式:tpzhang@cqu.edu.cn


教授,博士生导师。主持和主研究重庆市和国家科研项目多项,发表论文30余篇,近20篇被SCI、EI检索,多篇发表在本领域顶级期刊IEEE Trans.上,先后获得重庆大学优秀博士论文,学术奖,重庆市优秀博士论文,重庆市自然科学二等奖1项,入选教育部“新世纪优秀人才”支持计划。

研究方向:

大数据分析与处理,模式识别、图像处理、机器学习

主持或主研的科研项目:

  1. 国家自然科学基金“图像运动:槐淞刻卣餮啊, 2016.1-2019.12, 78万。

  2. 科技部港澳台科技合作项目子课题“基于人的多层次信息智能视频监控”, 2015.4-2017.9,29万


  3. 国家自然科学基金“基于度量学习的特征提取方法的研究”

  4. 国家自然科学基金重大计划重点项目“乡村道路环境下无人驾驶车辆关键技术与集成验证平台研究”

  5. 国家自然基金“真实光照环境下人脸识别关键问题的研究”

  6. 重庆市自然重点基金“基于生物特征计算的智能信息安全系统若干关键技术研究”

  7. 教育部高等学校博士学科点专项科研基金项目“基于小波分析的图像信号奇异性研究”

  8. 国家自然科学基金“基于视觉感兴趣区域的协同图像检索”

  9. 国家自然科学基金“按需聚合的语义层查询云模型及评估研究 ”

  10. 国家自然科学基金“光照影响下的人脸鉴别信息提取方法研究”


主要论文:

  1. Taiping Zhang, Yuan Yan Tang, Bin Fang, Yong Xiang,Document Clustering in Correlation Similarity Measure Space,IEEE Transactions on Knowledge and Data Engineering, vol.24, no.6, pp. 1002 – 1013, 2012.

  2. Taiping Zhang,Bin Fang, Yuan Yan Tang, Zhaowei Shang, and Bin Xu, Generalized Discriminant Analysis: A Matrix Exponential Approach, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol.40, no.1,pp.186-197,2010.

  3. Taiping Zhang,Yuan Yan Tang, Bin Fang, Zhaowei Shang, and Xiaoyu Liu,Face Recognitionunder Varying Illumination Using Gradientface, IEEE Transactions on Image Processing, vol. 18, no. 11, pp. 2599 - 2606, 2009.

  4. Taiping Zhang,Bin Fang, Yuan Yan Tang, Guanghui He, and Jing Wen, Topology preserving non-negative matrix factorization for face recognition, IEEE Transactions on Image Processing, vol. 17, no. 4, pp. 574-584, 2008.

  5. Taiping Zhang, Bin Fang, Yuan Yuan, Yuan Yan Tang, Zhaowei Shang, Donghui Li, and Fangnian Lang, Multiscale facial structure representation for face recognition under varying illumination, Pattern Recognition, vol.42, no.2, pp.251-258, 2009.

  6. Taiping Zhang, Bin Fang, Weining Liu, Yuan Yan Tang, Guanghui He, and Jing Wen, Total variation norm-based nonnegative matrix factorization for identifying discriminant representation of image patterns, Neurocomputing, vol.71, no. 10-12 , pp. 1824-1831, 2008.

  7. Taiping Zhang, Bin Fang, Yuan Yan Tang, Zhaowei Shang, Locality Preserving Nonnegative Matrix Factorization with application to face recognition,International Journal of Wavelets, Multiresolution and Information Processing, vol. 8,no.5, pp. 835-846, 2010.

  8. Taiping Zhang, Bin Fang, Yuan Yan Tang, Guanghui He. A Least-Squares Model to Orthogonal Linear Discriminant Analysis, International Journal of Pattern Recognition and Artificial Intelligence, vol.24,no.4, pp. 635-650,2010.

  9. Jing Wen, Bin Fang, Yuan Yan Tang, Taiping Zhang, Model-based signature verification with rotation invariant features, Pattern Recognition, vol. 42, no. 7, pp.1458-1466,2009.

  10. Miao Cheng, Bin Fang, Yuan Yan Tang, Taiping Zhang, Jing Wen: Incremental Embedding and Learning in the Local Discriminant Subspace With Application to Face Recognition. IEEE Transactions on Systems, Man, and Cybernetics, Part C,vol.40, no.5, pp.580-591,2010.

  11. Taiping Zhang, Bin Fang, Guanghui He, Jing Wen, and Yuan Yan Tang, Face Recognition Using Topology Preserving Nonnegative Matrix Factorization, International Conference on Computational Intelligence and Security, 2007, pp. 405 - 409.

  12. Taiping Zhang, Bin Fang, Guanghui He, Jing Wen, and Yuan Yan Tang, Laplacianfaces Incorporated inside Nonnegative Matrix Factorization for Face Recognition, International Conference on Wavelet Analysis and Pattern Recognition, 2007, pp. 1267 -1270.

  13. Taiping Zhang, Bin Fang, Bin Xu, Hengxing Chen, Miao Cheng, Yuan Yan Tang, Signature Envelope Curvature Descriptor for Offline Signature Verification, International Conference on Wavelet Analysis and Pattern Recognition, 2007, pp. 1262-1266.


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