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责任研究员

 

                   

                      郝红卫 (博士)

  •                 计算大脑总体部责任研究员

                数字内容技术与服务研究中心副主任

                中国科学院自动化研究所 博士生导师

 

个人简介

郝红卫,男,汉族,1967年生,博士,研究员,博士生导师。

1990年考入中国科学院自动化研究所攻读硕士学位,自1992年9月起,提前攻读博士学位,师从我国模式识别界泰斗戴汝为院士从事模式识别和手写体汉字识别研究。攻读博士学位期间,提出了"基于监督学习的网络集成法",大幅度提高了脱机手写体汉字的识别率,1996年获工学博士学位。

博士毕业后进入博士后流动站继续从事研究工作,负责并完成国家863计划项目"集成型手写体汉字识别方法与系统",1998年出站。

出站后进入北京科技大学计算机系从事教学和科研工作,在承担本科生、研究生教学工作的同时,负责并完成多项国家级、部级和横向项目,其间曾于2001年应邀赴日本国日立中央研究所从事客座研究一年。

2012年调入中国科学院自动化研究所工作,任计算大脑总体部责任研究员,数字内容技术与服务研究中心副主任,从事海量信息语义计算理论与技术研究。

在Pattern Recognition、Pattern Analysis and Application、Neural Computation and Applications、《中国科学》、《自动化学报》、《电子学报》等国内外期刊和国际会议上发表论文五十余篇;出版专著一部;获第四届"国家图书奖","全国优秀科技图书奖"暨"科技进步奖(科技著作)"一等奖;获授权发明专利4项。

 

研究方向

  • 大规模语义计算理论与技术
  • 大规模语义知识库构建理论与方法
  • 大规模机器学习理论
  • 大规模语义推理
  • 海量信息智能处理的分布式体系结构
 

在研课题

  • 超级计算大脑:海量信息语义计算平台 [中国科学院自动化研究所十二五期间三大突破研究方向]
  • 视觉感知和语义计算 [中国科学院先导专项]
  • 基于云计算的海量文本语义计算框架与开放域自动问答验证系统 [国家高技术研究发展计划(863计划)]
  • 发表论文

    国际期刊

    • Zhi-Bin Wang, Hong-Wei Hao, Xu-Cheng Yin, Qian Liu, Kaizhu Huang, “Exchange rate prediction with non-numerical information”, Neural Computing and Applications, Vol. 20, No. 7, 2011, pp.945-954.
    • Xu-Cheng Yin, Qian Liu, Hong-Wei Hao, Zhi-Bin Wang, Kaizhu Huang, “FMI image based rock structure classification using classifier combination”, Neural Computing and Applications, Vol. 20, No. 7, 2011, pp. 955-963.
    • Cheng-Lin Liu, Hongwei Hao, Hiroshi Sako, “Confidence Transformation for Combining Classifiers”, Pattern Analysis and Application, April 2004 , Vol. 7, No. 1, pp.2-17.
    • Hong-Wei Hao, Xu-Hong Xiao, Ju-Wei Tai, “Handwritten Chinese Character Recognition by Metasynthetic Approach”,Pattern Recognition, Vol. 30, No. 8, August 1997, pp.1321-1328.

    国际会议

    • Zhi-Bin Wang, Hong-Wei Hao, Xu-Cheng Yin, Shu Tian, “Pedestrian Analysis and Counting System with Videos”,International Conference on Neural Information Processing (ICNIP 2012), Doha, Qatar, 2012, pp. 91-99. 
    • Xu-Cheng Yin, Kaizhu Huang, Hong-Wei Hao, Khalid Iqbal, Zhi-Bin Wang, “Classifier Ensemble Using a Heuristic Learning with Sparsity and Diversity”, International Conference on Neural Information Processing (ICNIP 2012), Doha, Qatar, 2012, pp. 100-107. 
    • Xi Xu, Hong-Wei Hao, Xu-Cheng Yin, Ning Liu, Shawkat Hasan Shafin, “Automatic segmentation of cervical vertebrae in X-ray images”, International Joint Conference on Neural Networks (IJCNN 2012),Brisbane, Australia, pp. 2012, pp. 1-8.
    • Xuwang Yin, Xu-Cheng Yin, Hong-Wei Hao, Khalid Iqbal, "Effective text localization in natural scene images with MSER, geometry-based grouping and AdaBoost," International Conference on Pattern Recognition (ICPR 2012), Tsukuba, Japan, 2012, pp. 725-728.
    • Hong-Wei Hao, Cui-Xia Mu, Xu-Cheng Yin, Sheng Li, and Zhi-Bin Wang, “An Improved Topic Relevance Algorithm for Focused Crawling”, IEEE International Conference on Systems, Man, and Cybernetics (ICSMC 2011), Anchorage, USA, 2011, pp. 850-855. 
    • Hong-Wei Hao, Cui-Xia Mu, Xu-Cheng Yin, and Zhi-Bin Wang, “Handwritten Chinese Character Identification with Bagged One-Class support vector machines”, International Joint Conference on Neural Networks (IJCNN 2011), San Jose, USA, 2011, pp. 159-164. 
    • Xu-Cheng Yin, Hong-Wei Hao, Jun Sun, and Satoshi Naoi, “Robust vanishing point detection for mobilecam-based documents”, 11th International Conference on Document Analysis and Recognition (ICDAR 2011, Beijing, China,2011, pp. 136-140.
    • Xu-Cheng Yin, Tian-Tian He, Hong-Wei Hao, Xi Xu, Xiao-Zhong Cao, Qing Li, “Learning Based Visibility Measuring with Images”, 2011 International Conference on Neural Information Processing (ICNIP 2011), Shanghai, China, 2011, pp. 711-718.
    • Hong-Wei Hao, Qian Liu, Xu-Cheng Yin, Zhi-Bin Wang, Kaizhu Huang, “Ellipse detection with an improved randomized Hough transform for intellectual phacoemulsification surgery systems”, 17th International Conference on Image Processing (ICIP 2010), Hong Kong, 2010, pp.1449-1452
    • Xu-Cheng Yin, Qian Liu, Hong-Wei Hao Zhi-Bin Wang, Kai-zhu Huang, “A Rock Structure Recognition System Using FMI Images”, 16th International Conference on Neural Information Processing (ICOIP’09), Bangkok, Thailand, 1-5 December 2009, pp.838-845.
    • Zhi-Bin Wang, Hong-Wei Hao, Xu-Cheng Yin, Qian Liu, Kai-zhu Huang, “Exchange Rate Forecasting Using Classifier Ensemble”, 16th International Conference on Neural Information Processing (ICOIP’09), Bangkok, Thailand, 1-5 December 2009, pp.884-891.
    • Zhi-Bin Wang, Hong-Wei Hao, Xu-Cheng Yin, Qian Liu, “An Intelligent Recognition System for the Phacoemulsification Cataract Surgery”, 2009 Chinese Conference on Pattern Recognition (CCPR 2009), Nanjing, China, 4-6 November 2009, pp.741-745.
    • Xu-Cheng Yin, Hong-Wei Hao, Yun-Feng Tang, Jun Sun, Satoshi Naoi, “Rejection Strategies with Multiple Classifiers for Handwritten Character Recognition”, 2009 10th International Conference on Document Analysis and Recognition (ICDAR 2009), Barcelona, Spain, 26-29 July 2009, pp.1126-1130.
    • Hualei Shen, Hongwei Hao, Lihong Wei, Zhibin Wang. An Image Based Classification Method for Cataract, 2008 International Symposium on Computer Science and Computational Technology (ISCSCT 2008), Shanghai, China, 20-22 December 2008, pp.583-586.
    • Bianhong Liu, Hongwei Hao, “Application of ensemble classifier in EEG-based motor imagery tasks”, Proceedings of SPIE, Vol.6789, pp.678913-1~678913-6, (MIPPR 2007, Medical Imaging, Parallel Processing of Images, and Optimization Techniques, 15-17 November 2007, Wuhan, China.)
    • Rui-Fan Li, Hong-Wei Hao, Xu-Yan Tu, Cong Wang, Face Recognition Using KFD-Isomap, Proceedings of the Fourth International Conference on Machine Learning and Cybernetics (ICMLC 2005), Guangzhou, 18-21 August 2005, pp.4544-4548.
    • Hongwei Hao, Cheng-Lin Liu, Hiroshi Sako, “Comparison of genetic algorithm and sequential search methods for classifier subset selection”, Proceedings of 7th International Conference on Document Analysis and Recognition (ICDAR 2003), Edinburgh, Scotland, 2003, pp.765-769.
    • Hongwei Hao, Cheng-Lin Liu, Hiroshi Sako, “Confidence evaluation for combining diverse classifiers”, Proceedings of 7th International Conference on Document Analysis and Recognition (ICDAR 2003), Edinburgh, Scotland, 2003, pp.760-764.
    • Hong-Wei Hao, Ru-Wei Dai, “Integrated systems of handwritten character recognition”, Proceedings of  17th International Conference on Computer Processing of Oriental Languages (ICCPOL 1997), Hong Kong, 1997, pp.321-323
    • Hong-Wei Hao, Ju-Wei Tai, and Xu-Hong Xiao, “A network integration method for handwritten Chinese character recognition”, Proceeding of 5th International Workshop on Frontiers in Handwriting Recognition (WFHR 1996), Colchester, England, 1996, pp.305-308.
    • Xu-Hong Xiao, Hong-Wei Hao, Ru-Wei Dai, “Handwritten Chinese character recognition based on a new structure representation approach”, Proceeding of 5th International Workshop on Frontiers in Handwriting Recognition (WFHR 1996), Colchester, England, 1996, pp.117-120.
    • Ruwei Dai, Hongwei Hao, “Integrated pattern recognition system”, The Second Korea-China Joint Symposium on Oriental Language Computing (KCOLC 1996).
    • Cheng-Lin Liu , Hong-Wei Hao, and Ying-Jian Liu. “Handwritten numeral recognition by spatial filtering and neural network”,Proceedings of International Conference on Neural Networks and Signal Processing (ICNNSP 1995), Nanjing, China, 1995, pp.1455-1458.

    中文期刊

    1. 郝红卫, 王志彬,殷绪成, 陈志强, 分类器的动态选择与循环集成方法, 自动化学报,Vol. 37, No.11, 2011, pp. 1290-1295.
    2. 米爱中, 郝红卫, 郑雪峰, 涂序彦, 一种自整定权值的多分类器融合方法, 电子学报, Vol. 37, No.11, 2009, pp. 2604-2609.
    3. 郝红卫, 蒋蓉蓉, 石雅姗, 一种圆形感兴趣区域图像检索方法, 自动化学报, Vol.34, No.5, 2008, pp. 601-604.
    4. 郝红卫,黄芳益, 周静, 基于ROI与MCS的图像检索方法, 模式识别与人工智能, Vol.21, No.2, 2008, pp. 240-245.
    5. 郝红卫, 蒋蓉蓉, 基于最近邻规则的神经网络训练样本选择方法, 自动化学报, Vol.33, No.12, 2007, pp.1247-1251.
    6. 郝红卫, 苏荣伟, 基于K近邻决策边界的特征提取, 模式识别与人工智能, Vol.20, No.5, 2007, pp.649-653.
    7. 黄锦德, 郝红卫, 张冬霞, 一种新的表格识别特征提取方法, 计算机工程,Vol.32, No.6, 2006, pp.215-217.
    8. 王宏志, 郝红卫, 一种内窥镜变形矫正新方法, 计算机研究与发展, Vol. 41, No.6, 2004, pp.1010-1015.
    9. 戴汝为, 郝红卫, 综合集成的构思在模式识别中的应用, 自动化学报, Vol.23, No.3, 1997, pp.302-307.
    10. 郝红卫, 戴汝为, 人机结合的集成方法及其在字符识别中的应用, 模式识别与人工智能, Vol.9, No.1, 1996, pp.10-20.

    专著

    戴汝为, 郝红卫, 肖旭红, 汉字识别的系统与集成, 浙江科技出版社, 1998.