中山大學(xué)信息科學(xué)與技術(shù)學(xué)院導(dǎo)師：鄭慧誠 正文

　　姓名：鄭慧誠　 性別：男　　職稱：副教授　　
　　學(xué)院：信息科學(xué)與技術(shù)學(xué)院　 最后學(xué)歷：博士后
　　Email: zhenghch@mail.sysu.edu.cn

研究興趣：圖像理解與計算機視覺，神經(jīng)網(wǎng)絡(luò)，機器學(xué)習(xí)等相關(guān)領(lǐng)域

主講課程：數(shù)字圖像處理、計算機視覺、信號與系統(tǒng)、概率論與數(shù)理統(tǒng)計、數(shù)值方法等

碩士招生專業(yè)：通信與信息系統(tǒng)、信號與信息處理，歡迎報讀

科研經(jīng)歷

2007.03 －：中山大學(xué)信息科學(xué)與技術(shù)學(xué)院教師

2005.03 － 2006.09：先后在法國、愛爾蘭從事博士后研究，獲歐洲信息學(xué)與數(shù)學(xué)研究聯(lián)盟MUSCLE博士后獎學(xué)金。

第一階段2005.03 － 2005.11：法國電信研發(fā)中心

第二階段2006.01 － 2006.09：都柏林三一學(xué)院

2004.05 － 2004.06：美國約翰·霍普金斯大學(xué)訪問學(xué)者

2001.12 － 2004.11：法國里爾一大博士生

研究項目

近年主持國家自然科學(xué)基金面上項目、教育部留學(xué)回國人員科研啟動基金項目、教育部高等學(xué)校博士學(xué)科點專項科研新教師基金項目、中央高校基本科研業(yè)務(wù)費中山大學(xué)青年教師培育項目和廣東省教育廳廣東高校優(yōu)秀青年創(chuàng)新人才培育項目等，曾參與歐盟委員會項目MUSCLE NoE（No. FP6-507752）、法國國家科學(xué)研究中心項目Math-STIC 2004及由歐盟委員會提供部分資助的項目Internet Action Plan POESIA（IAP 2117/27572）。

主要論著

[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] 鄭慧誠，沈偉. 一種局部化的線性流形自組織映射. 自動化學(xué)報, 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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