王亮

  • 余春燕
  • 发布于 2015-09-21
  • 4319
  • 王亮
  •  

    个人主页

    http://www.cbsr.ia.ac.cn/users/liangwang/

     

    联系方式

    wangliang@nlpr.ia.ac.cn

    010-82610573

    中科院自动化研究所模式识别国家重点实验室,中关村东路95号,100190

     

    简历

    1993.09-1997.06 安徽大学电子工程与信息科学系、无线电技术专业工学学士学位

    1997.09-2000.06 安徽大学电子工程与信息科学系、电路与系统专业工学硕士学位

    2000.09-2004.03 中国科学院自动化研究所、模式识别与智能系统专业工学博士学位

     

    2004.07-2005.09 英国帝国理工学院计算系、助理研究员

    2005.10-2007.01 澳大利亚莫纳什大学电子与计算机系统工程系、助理研究员

    2007.01-2009.11 澳大利亚墨尔本大学计算机科学与软件工程系、研究员

    2009.11-2010.07 英国巴斯大学计算机科学系、讲师

    2010.05-现在 中国科学院自动化研究所模式识别国家重点实验室、研究员

     
     
     
     
     
     
     
     

    研究领域

    模式识别、计算机视觉、机器学习、数据挖掘等

     
     
     
     
     

    学术任职

    • Senior Member, IEEE (Institute of Electrical and Electronic Engineers)
    • Member, BMVA (British Machine Vision Association)
    • Associate editor of IEEE Transactions on Systems, Man and Cybernetics, Part B (IEEE TSMC-B), 2007.12 -
    • Associate editor of International Journal of Image and Graphics (IJIG), 2008.06 -
    • Editorial board of Signal Processing, 2008.09 -
    • Editorial board of Neurocomputing, 2009.03 -
    • Editorial board of International Journal of Cognitive Biometrics, 2009.12-
     
     
     
     

    学术成就

    主要的研究兴趣包括机器学习、模式识别、计算机视觉、数据挖掘、多媒体处理等。主要的研究方向包括基于步态的身份识别、人的运动和行为分析、大规模的聚类算法研究及数据挖掘等。获得过诸多荣誉,如中科院院长奖学金特别奖、中科院优秀博士论文等。已在主要的国际期刊和学术会议上发表论文70多篇,其中SCI检索的国际期刊论文20篇,并已被广泛引用(如Google Scholar引用约2000次,SCI他引约350次)。作为程序委员会成员、期刊编委会成员或审稿人,已服务于20多个主要的国际期刊,如IEEE TPAMI、IEEE TIP、IEEE TSMC-B、IEEE TCSVT等,及40多个主要的国际学术会议,如CVPR、ICCV、ICPR等。当前是5个国际期刊的编委,4个国际期刊专刊的客座编委,5本编著以及多个国际学术研讨会的程序主席等。

     

    主要编著:

    • L. Wang, G. Y. Zhao, L. Cheng, and M. Pietiaainen, Machine Learning for Vision-based Motion Analysis: Theory and Technologies, Springer, in press 2010.
    • D. Schonfeld, C. F. Shan, D. C. Tao, and L. Wang, Video Search and Mining, Springer, ISBN: 978-3-642-12899-8, 386 pages, March 2010.
    • L. Wang, L. Cheng and G. Y. Zhao, Machine Learning for Human Motion Analysis: Theory and Practice, IGI Global USA, ISBN: 978-1-60566-900-7, 387 pages, December, 2009.
    • L. Wang and X. Geng, Behavioural Biometrics for Human Identification: Intelligent Applications, IGI Global USA, ISBN: 978-1-60566-725-6, 488 pages, August 2009.

     

    主要论文:

    • L. Wang, C. Leckie, R. Kotagiri, and J. Bezdek, Approximate pairwise clustering for large datasets via sampling plus extension, Pattern Recognition (PR), 2011, 44(2): 222-235.
    • L. Wang, X. Geng, J. Bezdek, C. Leckie, and R. Kotagiri, Enhanced visual analysis for cluster tendency assessment and data partitioning, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2010, 22(10): 1401-1414. 
    • L. Wang, C. Leckie, R. Kotagiri, and J. Bezdek, Automatically determining the number of clusters in unlabeled data sets, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2009, 21(3): 335-350.
    • L. Wang and D. Suter, Visual learning and recognition of sequential data manifolds with applications to human movement analysis, Computer Vision and Image Understanding (CVIU), 2008, 110(2): 153-172.
    • L. Wang and D. Suter, Learning and matching of dynamic shape manifolds for human action recognition, IEEE Transactions on Image Processing (TIP), 2007, 16(6): 1646-1661.  
    • L. Wang, T. N. Tan, H. Z. Ning, and W. M. Hu, Fusion of static and dynamic body biometrics for gait recognition, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2004, 14(2): 149-158.
    • L. Wang, T. N. Tan, H. Z. Ning, and W. M. Hu, Silhouette analysis based gait recognition for human identification, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2003, 25(12): 1505-1518.
    • L. Wang, T. N. Tan, W. M. Hu, and H. Z. Ning, Automatic gait recognition based on statistical shape analysis, IEEE Transactions on Image Processing (TIP), 2003, 12(9): 1120-1131.
    • L. Wang, W. M. Hu and T. N. Tan, Recent developments in human motion analysis, Pattern Recognition (PR), 2003, 36(3): 585-601.
    • L. Wang, X. Geng, J. Bezdek, C. Leckie, and R. Kotagiri, SpecVAT: enhanced visual cluster analysis, Proceedings of IEEE International Conference on Data Mining (ICDM), pp. 638-647, 2008. 
    • L. Wang, X. Geng, C. Leckie, and R. Kotagiri, Moving shape dynamics: a signal processing perspective, Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1649-1656, 2008.
    • L. Wang and D. Suter, Recognizing human activities from silhouettes: motion subspace and factorial discriminative graph model, Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2518-2525, 2007.
    • L. Wang, H. Z. Ning, T. N. Tan, and W. M. Hu, Fusion of static and dynamic body biometrics for gait recognition, Proceedings of the 9th International Conference on Computer Vision (ICCV), 2: 1449-1454, 2003.

     

    主要荣誉:

    • 墨尔本大学早期职业研究者项目基金获得者,2009.
    • 澳大利亚墨尔本大学研究优秀奖, 2008.
    • 全国百篇优秀博士论文提名奖,2006.
    • 中国科学院优秀博士学位论文, 2005.
    • 北京市科技进步一等奖, 2004.
    • 中国科学院院长奖学金特别奖, 2003.

     

     
     
     
     
     
     
     
     
     

    在研课题

    • 中科院自动化所百人计划启动经费
    • 模式识别国家重点实验室启动经费