Hong Hu

 

Associate Professor

Institute of Computing Technology

Chinese Academy of Sciences

 

E-mail: huhong@ict.ac.cn

Phone: +86-10-62600505

Fax: +86-10-62601343

 

Address: No.6 Kexueyuan South Road, Institute of Computing Technology, Rm 1343

Zhongguancun, Haidian District, Beijing, 100190


Biography:

胡宏,1962 8月生,副研究员,硕士学位。1984年到科学院计算所工作至今。1984-1987年从事计算机硬件设计。1987年开始参加史忠植教授的课题组研究人工智能、神经科学与图像模式识别直至今日。1988年参加75攻关项目,与西苑中医院合作开发了国内第一个关于中西医心脑血管病诊疗的专家系统。于19896月首次提出用代数方法求解与反传相结合的多层反传网络的学习算法,发表在的第一届中国机器学习会议上。于1996年与台湾映象公司合作,研制了印章鉴别系统。于19973月到2000年,参加国家自然科学基金不变性知觉信息表达的计算理论与计算机实验课题的研究,为主要参加者。于19991—200012月,负责国家863课题进化神经网络及其在图像不变性理解中的应用(课题号86330606062 , 我们把神经网络与统计模式识别相结合完成了一个视频流关键帧提取,及检索系统,该系统也可以用于图像库的检索,该系统首次提出并采用了一种将支持向量机与无监督聚类相结合的新分类算法.课题评估为B+20011月到2004年参加中科院知识创新方向性项目《图像与语音识别的认知机理和计算方法》研究,在子课题内,负责图像模式识别与认知机理的方面的研究,完成了一个基于广义特征谱检索机制的有10万幅图像规模的可在Intel 网上检索浏览的图像基于内容的检索系统。2005年其参加国家重点基金项目基于感知学习和语言认知的智能计算模型,课题号, No. 60435010,为主要参加者,主要负责分布式感知编码研究,最后评审为优。2003年开始作为主要研究人员参加973项目子课题语义网格资源描述模型、形式化理论和支撑技术”No. 2003CB317004(主体组),主要负责基于粒度计算的机器学习算法,该课题将于2009年结束。2007年作为主要研究人员参加973项目子课题非结构化信息(图像)的内容理解与语义表征”No. 2007CB311004,主要负责神经网络建模方法研究。2011年到2013年,负责国家基金面上项目神经电路的模糊逻辑框架机器在仿大脑皮层的认知计算机设计中的应用,课题号61072085

发表论文概况:

1.近年来发表SCI论文

[1] Hu H, Li S, Wang YJ, et al., The universal fuzzy logical framework of neural circuits and its application in modeling primary visual cortex, SCIENCE IN CHINA SERIES C-LIFE SCIENCES   Volume: 51   Issue: 10   Pages: 902-912, 2008

[2] Li S, Qi X L., Hu H, &Wang Y J. Synchronized oscillation in a modular neural network composed of columns , Science in China Series C-Life Sciences, Vol.48,No.1,p.6-17, 2005

[3] Zheng Z, Hu H, Shi ZZ, Tolerance relation based granular space, Conference Information: 10th International Conference on Rough Sets, Fuzzy Sets, ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PT 1, PROCEEDINGS  Book Series: LECTURE NOTES IN ARTIFICIAL INTELLIGENCE   Vol: 3641   pp: 682-691, 2005

[4] Zheng Z, Hu H, Shi ZZ, Rough set based image texture recognition algorithm KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS  Book Series: LECTURE NOTES IN COMPUTER SCIENCE   Vol: 3213   pp: 772-778  , 2004

[5]  Zheng Z, Hu H, Shi ZZ ,Granulation based image texture recognition ROUGH SETS AND CURRENT TRENDS IN COMPUTING  Book Series: LECTURE NOTES IN ARTIFICIAL INTELLIGENCE   Vol: 3066   pp: 659-664

2.近年来发表EI检索论文

[1] Hu H, Shi ZZ ,Nonlinear Complex Neural Circuits Analysis and Design by q-Value Weighted Bounded Operator, ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT I, PROCEEDINGS  Book Series: LECTURE NOTES IN COMPUTER SCIENCE   Vol: 5263   pp: 212-221   , 2008

[2] Hong Hu, Zhonghi Shi ,(2009). Machine Learning in Granular Computing, IEEE International Conference on The Fourth International Conference on Rough Sets and Knowledge Technology (RSKT2009), 14-17 July, 2009, Gold Coast, Queensland

[3] Hong Hu, Zhongzhi Shi. Perception Learning as Granular Computing, Proceedings of the 2008 Fourth International Conference on Natural Computation , Vol. 03 ,pp 272-276 , 2008 

[4] Hu H, Shi ZZ. The neural circuits designing and analysis by the universal fuzzy logical framework , FOURTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 4, PROCEEDINGS   pp: 524-529 2007

 [5] Limin Chen, Hong Hu, Zhongzhi Shi, Web Service Composition as Satisfiability Checking in Dynamic Description Logics. In: Proc. Int. Conf. Grid and Cooperative Computing. (Accepted), 2009.

[6]Limin Chen, Hong Hu, Zhongzhi Shi, Reasoning about Web Services with Local Closed World Reasoning. In: Proc. Int. Conf. Web Intelligence. (Accepted), 2009.

[7] Shi ZW, Shi ZZ, Hu H ,A novel plausible model for visual perception, Proceedings of the Fifth IEEE International Conference on Cognitive Informatics, Vols 1 and 2   Pages: 19-24   Published: 2006

[8] Hu H, Shi ZZ ,Understanding the dynamical characteristics of neural networks by universal fuzzy logical framework, Proceedings of the 2005 International Conference on Neural Networks and Brain, Vols 1-3   Pages: 1123-1128   Published: 2005

[9]  Zheng Z, Hu H, Shi ZZ ,Tolerance granular space and its applications, 2005 IEEE International Conference on Granular Computing, Vols 1 and 2   Pages: 367-372   Published: 2005

[10]  Zheng Z, Hu H, Shi ZZ ,Tolerance relation based granular space , ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PT 1, PROCEEDINGS  Book Series: LECTURE NOTES IN ARTIFICIAL INTELLIGENCE   Volume: 3641   Pages: 682-691   Published: 2005

[11] Li QY, Hu H, Shi ZZ ,Semantic feature extraction using genetic programming in image retrieval , PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1  Book Series: INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION   pp: 648-651, 2004

[12] Zheng Z, Hu H, Shi ZZ ,Rough set based image texture recognition algorithm, KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS  Book Series: LECTURE NOTES IN COMPUTER SCIENCE   Volume: 3213   Pages: 772-778   , 2004 

[13] Zheng Z, Hu H, Shi ZZ ,Granulation based image texture recognition, ROUGH SETS AND CURRENT TRENDS IN COMPUTING  Book Series: LECTURE NOTES IN ARTIFICIAL INTELLIGENCE   Vol: 3066   pp: 659-664,    2004

[14] Wan HL, Hu H, Shi ZZ ,Perceptually color clustering for image segmentation , OBJECT DETECTION, CLASSIFICATION, AND TRACKING TECHNOLOGIES  Book Series: PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE)   Vol: 4554   pp: 159-164, 2001

[15] Shi, Zhiping, Hu, Hong, Li, Qingyong, Shi, Zhongzhi, “Efficient and effective texture spectrum descriptor”, Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, v 16, n 12, December, 2004, p 1703-1707

[16] Li, Qingyong (Institute of Computing Technology, Chinese Academy of Sciences); Hu, Hong; Shi, Zhongzhi,  Semantic feature extraction using genetic programming in image retrieval,Source: Proceedings - International Conference on Pattern Recognition, v 1, Proceedings of the 17th International Conference

[17] Wan, Hualin (Lab. of Intell. Info. Proc., Inst. of Comp. Technol., Chinese Acad. of Sci.); Hu, Hong; Shi, Zhongzhi,Image similarity measure using max weighted bipartite matching, Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, v 14, n 11, November, 2002, p 1066-1069

[18] Wan, Hualin (Lab. of Intelligent Info. Processing, Institute of Computing Technology, Chinese Academy of Science); Hu, Hong; Shi, Zhongzhi, Perceptually color clustering for image segmentation, Proceedings of SPIE - The International Society for Optical Engineering, v 4554, 2001, p 159-164