Xu Guangyou

 

Position:
Director, Key Lab. on Pervasive Computing, Ministry of Education
Chair Professor, Institute of Human Computer Interaction and Media Integration, Department of Computer Science and Technology

Office: FIT 3-531

Phone: 86-10-62782406

Fax: 86-10-62771138

E-mail:

Biography


He graduated from the Department of Automatic Control Engineering, Tsinghua University, Beijing, China in 1963. He was an Assistant Professor with the Department of Automatic Control at Tsinghua University, from 1963 to 1978. He was a visiting scholar at School of Electronic Engineering, Purdue University, West Lafayette, IN. from 1982 to 1984 with Prof. K.S. Fu. He served as Director of Information Processing and Application Division at Dept. of Computer, Tsinghua University from 1986 to 1997. He was a Visiting Professor at Beckman Institute, University of Illinois at Urbana-Champaign from December 1993 to June 1994. He is now the Director of The key Lab. of Pervasive Computing, Ministry of Education, China . His current research interests include Pervasive Computing, artificial intelligence, computer vision, information processing and multimedia information system. He has published numerous technical papers and books. He is the author of Floppy Disc Driver(Railroad Press: 1986 in Chinese), Artificial Intelligence and Its Applications(with K. S. Fu and Z. X. Cai, Tsinghua Press: 1987, second press 2001, third press 2003), Multimedia Technology and Systems(Railroad Press: 1993) and Personal Multimedia Computer(Post Press: 1995).

He is member of Robot Measurement Committee TC-17 of IMEKO, standing member of the Council of China Image and Graphic Association, chair of Multimedia Technology Committee, China Image and Graphic Association. He is the associate editor of IEEE Transactions on Information Technology in Biomedicine, and the associate editor of International Journal of Image and Graphics. He has received a number of science and technology progress prizes issued by the National High-Tech Project Committee in the field of Automation, State Education Committee, Ministry of Electronic Industry, China , respectively, from 1992 to 2001 and Guanghua Science and Technology Achievement Award.

Research Interest


  • Computer & robot and vision (visual navigation, and surveillance, multi-sensor fusion)
  • Human computer interaction (face recognition, modeling, animation, Avatar, human action recognition, gesture recognition)
  • Content based image and video analysis and retrieval
  • Ubiquitous/pervasive Computer, tele-learning system, distributed multimedia system

Professional Activities and Membership:


  1. IEEE Senior Member
  2. Member of TC_10 (Robot measurement) , Delegation of China, IMEKO (International Measurement Confederation)
  3. Chair of Multimedia Technology Committee, China Society of Image and Graphics
  4. Member of Standing Committee of China Society of Image and Graphics

Major Awards


  1. The second-class award of National Science and Technology Progress Prize of China issued by National Education Committee, 1982.
  2. The second-class award of Research Subject Prize issued by National High-tech Project Committee in the field of Automation, 1992.
  3. The second-class award of National Science and Technology Progress Prize issued by National Education Committee,1993,"Digital multimedia development and authoring system".
  4. The second-class award of National Science and Technology Progress Prize issued by National Education Committee,1996,"Multi-sensor information processing and understanding".
  5. The second-class award of Science and Technology Progress Prize issued by Chinese Electronic Industrial Ministry, 1996, "Groupware development and its application".
  6. The second-class Guanghua Science and Technology Award, 1997.
  7. The first-class award of Science and Technology Progress Prize issued by Chinese Education Ministry, 2000, "Artificial Intelligence and Its Application?.
  8. The second-class award of Science and Technology Progress Prize issued by Chinese Education Ministry, 2001, "The Fundamental Research on Artificial Intelligence and The Related fields"
  9. The second-class award of Science and Technology Award issued by Nation High-education committee, 2001, "The research on Foundation and Architecture of Intelligent technology".
  10. The second-class award of Textbool Series on Intelligent Science Fundation, 2008. 

Publications(2000-2008):


International Journal Papers

  1. PAN Hongyan, LIU Yanghua, XU Guangyou, Review on methods of facial synthesis, App lication Research of Computers,25(2),2008:327-331.(In Chinese)[PDF]
  2. DAI Peng, XU Guangyou. Facile Face Animation toward Computer-Mediated Communication, Journal of Computer-Aided Design & Computer Graphics, 2008, 20(6): 793-800.(In Chinese)[PDF]
  3. JIN Yuxin, TAO Linmi, XU Guangyou, PENG Yuxin. Background Modeling under Free Moving Camera Environment, Journal of Image and Graphics, 13(2),2008: 359-364.(In Chinese)[PDF]
  4. HUANG Feiyue, XU Guangyou. Viewpoint Independent Action Recognition, Journal of Software, 19(7), July, 2008:1623-1634.(In Chinese)[PDF]
  5. HUANG Feiyue, XU Guangyou, Event sequence matching based multi-camera video synchronization, Journal of Tsinghua Univ.(Sci & Tech), 49(1), 2008: 118-122.(In Chinese)[PDF]
  6. Peng Dai, Huijun Di, Ligeng Dong, Linmi Tao, Guangyou Xu. Group interaction analysis in dynamic context. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics,36(1),2008 : 275-282.[PDF]
  7. Peng DAI, Linmi TAO and Guangyou XU, Event Based Dynamic Context Model for Group Interaction Analysis, International Journal on Biomedical Soft Computing and Human Sciences, 13(2),2008: 67-74.[PDF]
  8. Yanghua Liu, Guangyou Xu, Personalized Multi-View Face Animation with Lifelike Textures, Tsinghua Science and Technology, Vol. 12,No.1, Feb. 2007, pp.51-57.[PDF]
  9. XU Guangyou, TAO Linmi, SHI Yuanchun, ZHANG Xiang, Human Computer Interaction for Ubiquitous/Pervasive Computing Mode, Chinese Journal of Computers, 30(7), 2007,1041-1053.(In Chinese)[PDF]
  10. JIN Guoying, TAO Linmi, XU Guangyou. Cue fusion and event inference based on HHMM, Journal of Tsinghua Univ.(Sci & Tech), 2007, 47(1), 112-115.(In Chinese)[PDF]
  11. ZHANG Xiang, XIAO Xiaoling, XU Guangyou. Weighted posterior probability output for support vector machines, Journal of Tsinghua Univ.(Sci & Tech), 2007, 47(10), 1689-1691.(In Chinese)[PDF]
  12. XU Guangyou, TAO Linmi, ZHANG Dapeng & SHI Yuanchun, Dual relations in physical and cyber space, Chinese Science Bulletin, Vol. 51 No. 1, 121—128, 2006.
  13. Zhigang Zhu, Guangyou Xu, Xueyin Lin,Efficient fourier-based approach for detecting orientations and occlusions in epipolar plane images for 3D scene modeling,International Journal of Computer Vision, Vol.61, No.3, pp.22-47, 2005.
  14. Jianping Fan, Yuli Gao, Hangzai Luo, Guangyou Xu. Statistical modeling and conceptualization of natural images. Int. Journal Pattern Recognition, 2005, 38, pp. 865-885.
  15. Lei Wang, Sing Bing Kang, Heung-Yeung Shum, Guangyou Xu, Error Analysis of Pure Rotation-based Self-Calibration, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), volume 26, number 2, page 275-280, February, 2004.
  16. Qiang Wang, Haizhou Ai, Guangyou Xu, Learning-Based Tracking of Complex Non-Rigid Motion, J. Comput. Sci. Technol., 19(4): 489-500 (2004).
  17. Yuanchun Shi, Weikai Xie, Guangyou Xu, Runting Shi, Enyi Chen, Yanhua Mao, and Fang Liu, The Smart Classroom: Merging Technologies for Seamless Tele-Education, PERVASIVE computing, APRIL–JUNE 2003, pp. 10-18.
  18. Z.Y. Peng, H.Z. Ai, W. Hong, L.H. Liang and G.Y. Xu, Multi-cue based face and facial feature detection on video segments, Journal of Computer Science and Technology, vol. 18, No. 2, Feb., 2003, pp. 235-240.
  19. Shi Y C, Xie W K, Xu G Y. Project Smart Remote Classroom - Providing Novel Real-time Interactive Distance Learning Technologies. International Journal of Distance Education Technologies.28-45, Vol. 1, No. 3,2002.
  20. Yuanxin Zhu and Guangyou Xu ,A Real-Time Approach to the Spotting, Representation, and Recognition of Hand Gestures for Human–Computer Interaction, Computer Vision and Image Understanding Vol. 85, No. 3, March 2002, 189–208.
  21. TAO Linmi and XU Guangyou, Color in machine vision and its application, Chinese Science Bulletin, 48(17):1411-1421, Sept. 2001.
  22. J.S.Jin, Z.Zhu, G.Xu , A stable vision system for moving vehicles, IEEE Tran. On Intelligent Transportation systems, March, 2000,Vol.1 No.1, 32-39 .
    Zhu, Z.G., Xu, G.Y. , VISATRAM: a real-time vision system for automatic traffic monitoring, Image and Vision Computing, Volume: 18, Issue: 10, July, 2000, pp. 781-794
  23. Huang Yu, XU Guangyou, Extraction Spatial-Temporal Features for Vision-Based Gesture Recognition, Journal of Computer Science and Technology, Vol. 15, No. 1, Jan. 2000,pp.64-72.
  24. Z.Y.Peng, G.Y.Xu, Detecting Facial Features on Images with Multiple Cues, Advances in Multimodal Interfaces-ICMI'2000, Lecture Notes in Computer Science, 1948, Springer, 2000, pp.191-195.

International Conference Papers

  1. Peng DAI, Guangyou XU, Context-Aware Computing for Assistive Meeting System, ACM International Conference Proceeding Series; Vol. 282 archive Proceedings of the 1st international conference on Pervasive Technologies Related to Assistive Environments table of contents, Athens, Greece,2008.[PDF]
  2. Luo Sun, Peng DAI, Linmi TAO and Guangyou XU ,A Generic Context Information System for Intelligent Vision Applications, Lecture Notes In Computer Science; Vol. 5101, Proceedings of the 8th international conference on Computational Science, Part I, Krakow, Poland, Section: Image Processing and Visualization, 2008: 759 - 769.[PDF]
  3. Naveed I Rao, Huijun Di, Guangyou Xu:" Panoramic Scanned Page UsingMobile Phone Camera", Intl. Conf. on Systems, Signals and Image Processing, IWSSIP2007, July 2007.[PDF]
  4. Naveed I Rao, Huijun Di, Guangyou Xu,:"Panoramic Background Model under Free Moving Camera", The 3rd International Conference on Natural Computation(ICNC'07), July 2007.[PDF]
  5. Naveed I Rao, Huijun di, Guangyou Xu,:" Background Modeling Based on Tree Dynamic Programming0, In Proceeding of the Internattional Beijing Hongkong PhD Forum, Beijing , July 2006.
  6. Naveed I Rao, Huijun Di, Guangyou Xu,:" Joint Correspondence and Background Modeling Based on Tree Dynamic Programming0, In Proceeding of the 18th International Conference of Pattern Recognition(ICPR06), HongKong, August 2006.
  7. Naveed I Rao, Huijun Di, Guangyou Xu,:" Stereo Correspondence Using Bayesian Network and Dynamic Programming on a Color Based Minimal Span Tree", Advanced Concepts for Intelligent Vision Systems (ACIVS) and published in Book Series LNCS Volume 4179/2006 September 2006.
  8. Peng Dai, Linmi Tao, Guangyou Xu. Audio-Visual Fused Online Context Analysis toward Smart Meeting Room. In Proc. 4th International Conference on Ubiquitous Intelligence and Computing, Hong Kong, China,11-13 July, 2007 (UIC'07).[PDF]
  9. Huijun Di, Naveed Rao, Guangyou Xu, and Linmi Tao, Groupwise Shape Registration on Raw Edge Sequence via A Spatio-Temporal Generative Model, CVPR 2007. June18-23, 2007 Minneapolis, MN, USA.
    Yuan-yuan Cao, Guang-you Xu, and Thomas Riegel, Moving Object Contour Detection Based on S-T Characteristics in Surveillance, M.J. Smith, G. Salvendy (Eds.): Human Interface, Part I, HCII 2007, LNCS 4557, pp. 575–583, 2007.[PDF]
  10. Feiyue Huang and Guangyou Xu, Viewpoint Insensitive Action Recognition Using Envelop Shape, Y. Yagi et al. (Eds.): ACCV 2007, Y. Yagi et al. (Eds.): ACCV 2007, Part II, LNCS 4844, Tokyo Japan, 18-22 Nov 2007.[PDF]
  11. Ligeng Dong, Yuxin Jin, Linmi Tao, Guangyou Xu, "Recognition of Multi-Pose Head Gestures in Human Conversations", in Proc. Fourth International Conference on Image and Graphics (ICIG 2007), pp.650-654, Chengdu, China, 22-24 Aug.,2007.[PDF]
  12. Ligeng Dong, Linmi Tao, Guangyou Xu, "Tracking face poses toward meeting video analysis", in Proc. Fifth SPIE International Symposium on Multi-spectral Image Processing and Pattern Recognition (MIPPR 2007), Vol. 6786, pp.678603-1–678603-7, Wuhan, China, 15-17 Nov., 2007.[DOC]
  13. Yuxin Jin, Linmi Tao, Guangyou Xu, and Yuxin Peng, A Theoretical Approach to Construct Highly Discriminative Features with Application in AdaBoost, Y. Yagi et al. (Eds.): ACCV 2007, Part I, LNCS 4843, pp. 748–757, Tokyo Japan, 18-22 Nov. 2007.[PDF]
  14. Peng Dai, Linmi Tao, Guangyou Xu. Dynamic Context Driven Human Detection and Tracking in Meeting Scenarios. In Proc. 2nd International Conference on Computer Vision Theory and Applications, Volume Special Session, pp. 31-38, Barcelona, Spain, 8-11 Mar.,2007 (VISAPP'07).[PDF]
  15. Xiang Zhang, Guang-You Xu, Xiao-Ling Xiao, and Lin-Mi Tao, Online Analysis of Hierarchical Events in Meetings, N. Aykin (Ed.): Usability and Internationalization, Part I, HCII 2007, LNCS 4559, pp. 472–479, 2007.[PDF]
  16. Peng Dai, Linmi Tao, Xiang Zhang, Ligeng Dong, Guangyou Xu. An Adaptive Vision System toward Implicit Human Computer Interaction. C. Stephanidis (Ed.): Universal Access in HCI, Part II, HCII 2007, LNCS 4555, pp. 792–801, BeiJing China,22-27 July., 2007.[PDF]
  17. Xiang Zhang , Xiaoling Xiao, Linmi Tao ,and Guangyou Xu, Real-Time Situation Detection Based on Rao-Blackwellized Particle Filters in Meeting, IEEE Int. Conf. on Robotics and Biomimetics, Dec.15-18,2007, Sanya, China.
  18. Peng Dai, Guangyou Xu. Event Driven Dynamic Context Model for Group Interaction Analysis. In Proc. International Conference on Soft Computing and Human Sciences, Kitakyushu, Japan, 2-5 Aug.,2007 (SCHS'07).[PDF]
  19. Luo Sun, Yanjun Zhao, Linmi Tao, Guangyou Xu, A MPEG7-based visual surveillance and retrieval system, Fifth SPIE International Symposium on Multi-spectral Image Processing and Pattern Recognition (MIPPR 2007), Wuhan, China, 15-17 Nov., 2007.
  20. Yao Wang, Linmi Tao, Qiang Liu, Yanjun Zhao, Guangyou Xu. A flexible multi-server platform for distributed video information processing. The 5th International Conference on Computer Vision Systems, Bielefeld University, Germany, 3.21-24, 2007.[PDF]
  21. Lei Wang, Boyi Zeng, Lin, S., Guangyou Xu, Heung-Yeung Shum, Automatic extraction of semantic colors in sports video, Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on , Volume: 3 , 17-21 May 2004,Pages:iii - 617-20 vol.3.
  22. Lei Wang, Sing Bing Kang, Heung-Yeung Shum, Guangyou Xu, Cooperative Segmentation and Stereo Using Perspective Space Search, Asian Conference on Computer Vision (ACCV'04), volume 1, page 366-371, Jeju Island, Korea, January, 2004
  23. Yanghua Liu, Guangyou Xu, Qiang Wang, Realistic multi-view face animation with aid of 3D PDM, Automatic Face and Gesture Recognition, 2004. Proceedings. Sixth IEEE International Conference on , 17-19 May 2004, Pages:511 – 516
  24. Qiang Wang, Haizhou Ai, Guangyou Xu, 3D model based expression tracking in intrinsic expression space, Automatic Face and Gesture Recognition, 2004. Proceedings. Sixth IEEE International Conference on , 17-19 May 2004, Pages:487 – 492
  25. Haibing Ren, Guangyou Xu, SeokCheol Kee, Subject-independent natural action recognition, Automatic Face and Gesture Recognition, 2004. Proceedings. Sixth IEEE International Conference on , 17-19 May 2004, Pages:523 – 528.
  26. Guoying Jin, Linmi Tao, Guangyou Xu, Hidden Markov Model Based Events Detection in Soccer Video, International Conference of Image Analysis and Recognition), Porto, Portugal, September/October 2004, LNCS 3211, pp. 605-612.
  27. Xin Li, Luo Sun, Linmi Tao, Guangyou Xu, Ying Jia, A Speaker Tracking Algorithm Based on Audio and Visual Information Fusion Using Particle Filter, ICIAR 2004 (International Conference of Image Analysis and Recognition), Porto, Portugal, September/October 2004, LNCS 3211, pp. 572-580.
  28. Yanghua Liu, Guangyou Xu, Multi-view Face Alignment Guided by Several Feature Points, Int. Conf. On Image and Graphics, Dec.18-20, 2004, Hong Kong, China.
  29. Degan Zhang, Yuanchun Shi,Guangyou Xu.. Context-aware Computing during Seamless Transfer Based on Random Set Theory for Active Space, The 2004 Internation Comference on Eembedded and Ubiquitous Computing (EUC2004), Springer-Verlag, LNCS, Aizu, Japan, 2004.
  30. Degan Zhang, Yuanchun Shi, Guangyou Xu. A Kind of Smart Space for Remote Interactive Access Based on Pervasive Computing [C]. The 2nd International Conference on Web-based Learning (ICWL 2003). Springer-Verlag, LNCS, Sydney, Australia, 2004.
  31. Degan Zhang, Yuanchun Shi, Guangyou Xu. Learning by Seamless Migration---A Kind of Mobile Working Paradigm. In Proceedings of the 3nd International Conference on Web-based Learning (ICWL2004), Springer-Verlag, LNCS, Beijing, China, 2004.
  32. Qiang Wang, Guangyou Xu, Haizhou Ai, Learning Object Intrinsic Structure for Robust Visual Tracking, IEEE Conf. Image Processing, ICIP' 2003,, 2003.
  33. Qiang Wang, Guangyou Xu, Haizhou Ai, 3D Model Based Expression Tracking In The Intrinsic Expression Space, IEEE Conf. on Computer Vision and Pattern recognition, 2003.
  34. Haibing Ren, Guangyou Xu, Human action recognition in smart classroom, Proceedings of Fifth IEEE International Conference on Automatic Face and Gesture Recognition, 2002, 20-21 May 2002 Page(s): 399–404.
  35. Zhang, Hui, Xu, Guangyou , Robust pose estimation for 3D face modeling from stereo sequences, IEEE Conf. Image Processing, ICIP' 2002.
  36. Ren, Haibing, Xu,Guangyou, Human Action Recognition with Primitive-based Coupled-HMM, Proceeding of 16th IEEE International Conference on Pattern Recognition. R. Kasturi, D. Laurendeau and C. Suen, Editors. Aug.11-15, 2002, Quebec, Canada, pp. 494-498.
  37. Qiang Wang, Guangyou Xu, A Probabilistic Dynamic Contour Model for Accurate and Robust Lip Tracking, Proc. IEEE Fourth International Conference on Multimodal Interfaces (ICMI’02), Pittsburgh, PA, October 14-16, 2002.
  38. Luo, M., Bai, X.S., Xu, G..Y., SVD-Based Hierarchical Algorithm for Similarity Indexing in Quadratic Form Distance Space, ACCV2002 Melbourne, Australia Jan 23-25, 2002.
  39. Xie W K, Shi Y C, Xu G Y, et al. Smart Platform - A Software Infrastructure for Smart Space (SISS). In: Martin D C (eds). Proceedings The Fourth International Conference on Multimodal Interfaces. Los Alammitos, CA, USA: IEEE Computer Society, 2002. 429-434.
  40. Mao Y H, Xie W K, Shi Y C, et al. Building the Software Infrastructure for Smart Classroom: From Open Agent Architecture (OAA) to Smart Platform. In: Chen Y C (eds). Proceedings The 3rd Pacific Rim Conference on Multimedia (PCM2002, Taiwan, China, 2002). Berlin: Sprigner, 2002. 527-533.
  41. Shi Y C, Xie W K, Xu G Y. Smart Remote Classroom: Creating a Revolutionary Real-time Interactive Distance Learning System. In: Fong J (eds). Proceedings The First International Conference on Web-based Learning (Hong Kong, Aug 2002). Berlin: Springer, 2002. 130-141.
  42. ZHUANG Li, XU Guang-you Detection and Tracking Facial Features under Complex Background, Human Vision and Electronic Imaging, Bernice E. Rogowitz, Thrasyvoulos N. Pappas, Editors, Proceedings of SPIE Vol. 4662, 448-454, January 20-25 2002, San Jose, California, USA.
  43. Zhang, Hui, Xu, Guangyou, Three-dimensional animated face modeling from stereo video, IS&T/SPIE Symposium on Electronic Imaging Science and Technology, Visual Communications and Image Processing, 2002