中山大学信息科学与技术学院导师:?;鄢?/h1>
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中山大学信息科学与技术学院导师:?;鄢? title=

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中山大学信息科学与技术学院导师:?;鄢?正文


  姓名:?;鄢稀?性别:男  职称:副教授  
  学院:信息科学与技术学院  最后学历:博士后
  Email: zhenghch@mail.sysu.edu.cn

研究兴趣:图像理解与计算机视觉,神经网络,机器学习等相关领域

主讲课程:数字图像处理、计算机视觉、信号与系统、概率论与数理统计、数值方法等

硕士招生专业:通信与信息系统、信号与信息处理,欢迎报读


科研经历

2007.03 -:中山大学信息科学与技术学院教师

2005.03 - 2006.09:先后在法国、爱尔兰从事博士后研究,获欧洲信息学与数学研究联盟MUSCLE博士后奖学金。

第一阶段2005.03 - 2005.11:法国电信研发中心

第二阶段2006.01 - 2006.09:都柏林三一学院

2004.05 - 2004.06:美国约翰·霍普金斯大学访问学者

2001.12 - 2004.11:法国里尔一大博士生


研究项目

近年主持国家自然科学基金面上项目、教育部留学回国人员科研启动基金项目、教育部高等学校博士学科点专项科研新教师基金项目、中央高?;究蒲幸滴穹阎猩酱笱嗄杲淌ε嘤钅亢凸愣〗逃愣咝S判闱嗄甏葱氯瞬排嘤钅康?,曾参与欧盟委员会项目MUSCLE NoE(No. FP6-507752)、法国国家科学研究中心项目Math-STIC 2004及由欧盟委员会提供部分资助的项目Internet Action Plan POESIA(IAP 2117/27572)。


主要论著

[1] Jing Wang, Huicheng Zheng. View-robust action recognition based on temporal self-similarities and dynamic time warping. In: Proc. IEEE International Conference on Computer Science and Automation Engineering, Zhangjiajie, China, 2012, pp. 498-502.

[2] Huicheng Zheng. Mixture of subspace learning with adaptive dimensionality: a self-organizing approach. In: Proc. International Conference on Intelligent Systems and Knowledge Engineering, Shanghai, China, 2011, pp. 665-672.

[3] Shunbin Liu, Huicheng Zheng. Motion analysis based on spatial-temporal visual attention. In: Proc. International Conference on Computational Intelligence and Security, Nanning, China, 2010, pp. 253-257.

[4] Huicheng Zheng. Invariant feature set generation with the linear manifold self-organizing map. In: Proc. Asian Conference on Computer Vision, Queenstown, New Zealand, 2010, Lecture Notes in Computer Science, vol. 6495, pp. 677-689.

[5] Xiaohui Cai, Huicheng Zheng*, Bo Zhang. Matching objects between multiple cameras based on wavelet salient features. In: Proc. International Conference on Information Engineering and Computer Science, Wuhan, China, 2009, pp. 1568-1571.

[6] Huicheng Zheng, Wei Shen, Qionghai Dai, Sanqing Hu, Zhe-ming Lu. Learning nonlinear manifolds based on mixtures of localized linear manifolds under a self-organizing framework. Neurocomputing, 2009, 72(13-15), 3318-3330.

[7] Huicheng Zheng, Christophe Laurent, and Grégoire Lefebvre. Fast learning Adaptive Subspace Self-Organizing Map: an application to saliency-based invariant image feature construction. IEEE Transactions on Neural Networks, 2008, 19(5), 746-757.

[8] ?;鄢?,沈伟. 一种局部化的线性流形自组织映射. 自动化学报, 2008, 34(10), 1298-1304.

[9] Huicheng Zheng, Wei Shen, Qionghai Dai and Sanqing Hu. Locally linear online mapping for mining low-dimensional data manifolds. In: Proc. Pacific-Asia Conference on Knowledge Discovery and Data Mining, Osaka, Japan, 2008, Lecture Notes in Artificial Intelligence, vol. 5012, pp. 830-838.

[10] Huicheng Zheng, Wei Shen, Qionghai Dai and Sanqing Hu. Modeling nonlinear manifolds with mixtures of localized principal subspaces under a self-organizing framework. In: Proc. IEEE International Conference on Networking, Sensing and Control, Sanya, China, 2008, pp. 654-659.

[11] Huicheng Zheng, Pádraig Cunningham, and Alexey Tsymbal. Learning multiple linear manifolds with self-organizing networks. International Journal of Parallel, Emergent and Distributed Systems, 2007, 22(6), 417-426.

[12] Huicheng Zheng, Christophe Laurent, and Grégoire Lefebvre. On the basis updating rule of adaptive-subspace self-organizing map (ASSOM). In: Proc. International Conference on Artificial Neural Networks, Part I, Athens, Greece, 2006, Lecture Notes in Computer Science, vol. 4131, pp. 435–444.

[13] Huicheng Zheng, Pádraig Cunningham, and Alexey Tsymbal. Adaptive offset subspace self-organizing map with an application to handwritten digit recognition. In: Proc. International Workshop on Multimedia Data Mining, in conjunction with ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, 2006, pp. 29–38.

[14] Grégoire Lefebvre, Huicheng Zheng, and Christophe Laurent. Objectionable image detection by ASSOM competition. In: Proc. International Conference on Image and Video Retrieval, Tempe, Arizona, USA, 2006. Lecture Notes in Computer Science, vol. 4071, pp. 201-210.

[15] Huicheng Zheng, Mohamed Daoudi, Christophe Tombelle, and Chabane Djeraba. Adult image filtering for internet safety. Multimedia Security Handbook, Borko Fuhrt and Darko Kirovski, Eds., CRC Press/Taylor & Francis Group, 2006, Chapter 11, pp. 335-352.

[16] Bruno Jedynak, Huicheng Zheng, and Mohamed Daoudi. Skin detection using pairwise models. Image and Vision Computing, 2005, 23(13), 1122-1130.

[17] Huicheng Zheng, Mohamed Daoudi, and Bruno Jedynak. Blocking adult images based on statistical skin detection. Electronic Letters on Computer Vision and Image Analysis, 2004, 4(2), 1–14.

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