CHANGSHENG XU
 

csxu

 

 

Professor
National Lab of Pattern Recognition
Institute of Automation, Chinese Academy of Sciences
95, Zhongguancun East Road, Beijing 100190, P.R.China
Email: csxu at nlpr.ia.ac.cn

Executive Director
China-Singapore Institute of Digital Media
21 Heng Mui Keng Terrace, Singapore 119613
Email: csxu at csidm.sg

Dr. Xu is a Professor in National Lab of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences and Executive Director of China-Singapore Institute of Digital Media. His research interests include multimedia content analysis/indexing/retrieval, pattern recognition and computer vision. He has hold 30 granted/pending patents and published over 200 refereed research papers in these areas. Dr. Xu is an Associate Editor of IEEE Trans. on Multimedia, ACM Trans. on Multimedia Computing, Communications and Applications and ACM/Springer Multimedia Systems Journal. He received the Best Associate Editor Award of ACM Trans. on Multimedia Computing, Communications and Applications in 2012 and the Best Editorial Member Award of ACM/Springer Multimedia Systems Journal in 2008. He served as Program Chair of ACM Multimedia 2009. He has served as associate editor, guest editor, general chair, program chair, area/track chair, special session organizer, session chair and TPC member for over 20 IEEE and ACM prestigious multimedia journals, conferences and workshops. He is an ACM Distinguished Scientist, IEEE Fellow, and IAPR Fellow.

Professional Activities

  • Journal Editorial Boards
    1. Associate Editor, IEEE Transactions on Multimedia
    2. Associate Editor, ACM Transactions on Multimedia Computing, Communications and Applications
    3. Associate Editor, Springer/ACM Multimedia Systems Journal
    4. Editorial Board, Journal of Multimedia
    5. Editorial Board, International Journal of Multimedia Tools and Applications
    6. Editorial Board, International Journal of Multimedia Intelligence and Security
    7. Lead Guest Editor, Special Issue on Object and Event Classifications in Large-Scale Video Collections, IEEE Transactions on Multimedia
    8. Lead Guest Editor, Special Issue on the Best Papers of ACM Multimedia 2009, ACM Transactions on Multimedia Computing, Communications and Applications
    9. Guest Editor, Special Issue on Web-Scale Near-Duplicate Search: Techniques and Applications, IEEE Multimedia
    10. Guest Editor, Special Issue on Intelligent Multimedia Interactivity, Pattern Recognition Letter
    11. Guest Editor, Special Issue on Internet Multimedia Computing and Service, Multimedia Tools and Applications
  • Conference Chairs
    1. General Chair, International Conference on Internet Multimedia Computing and Services, Chengdu, China, 1-3 Aug 2011
    2. Program Chair, Pacific-Rim Conference on Multimedia, Sydney, Australia, 20-22 Dec 2011.
    3. Program Chair, National Conference on Multimedia, Luoyang, China, 24-25 Sept 2010.
    4. Program Chair, ACM Multimedia Conference, Beijing, China, 19-24 Oct 2009.
    5. Program Chair, International Conference on Internet Multimedia Computing and Services, Kunming, China, 23-25 Nov 2009.
    6. General Chair, Pacific-Rim Conference on Multimedia, Tainan, Taiwan, 9-13 Dec 2008.
    7. General Chair, Asia-Pacific Workshop on Visual Information Processing, Tainan, Taiwan, 15-17 November 2007.
    8. Program Chair, Asia-Pacific Workshop on Visual Information Processing, Beijing, China, 7-9 November 2006.
 
Selected Publications

  • Journal Papers
    1. S. Qian, T.Zhang, C.Xu, Social Event Classification via Boosted Multi-Modal Supervised Latent Dirichlet Allocation, ACM Transactions on Multimedia Computing Communications and Applications, 2014, Accepted.
    2. Q. Fang, J.Sang, C.Xu, Discovering Geo-Informative Attributes for Location Recognition and Exploration, ACM Transactions on Multimedia Computing Communications and Applications, 2014, Accepted.
    3. Z. Deng, J.Sang, C.Xu, Twitter is Faster: Personalized Time-aware Video Recommendation from Twitter to YouTube, ACM Transactions on Multimedia Computing Communications and Applications, 2014, Accepted.
    4. M.A.Hasan, M.Xu, X.He, C. Xu, CAMHID: Camera Motion Histogram Descriptor and Its Application to Cinematographic Shot Classification, IEEE Transactions on Circuits and Systems for Video Technology, 2014, Accepted.
    5. ZQ. Yuan, J.Sang, C. Xu, Y. Liu, A Unified Framework of Latent Feature Learning in Social Media. IEEE Transactions on Multimedia , 2014, Accepted.
    6. B. Bao, W. Min, T. Li, C. Xu, Joint Local and Global Consistency on Inter-document and Inter-word Relationships for Co-clustering, IEEE Transactions on Cybernetics, 2014, Accepted.
    7. C. Sun, T. Zhang, C. Xu, Latent Support Vector Machine Modeling for Sign Language Recognition with Kinect, ACM Transactions on Intelligent Systems and Technology, 2014, Accepted.
    8. S. Liu, Q.Cheng, S.Yan, C. Xu, H.Lu, Snap & Play: Auto-Generated Personalized Find-the-Difference Game. ACM Transactions on Intelligent Systems and Technology, 2013, Accepted.
    9. T. Zhang, C. Xu, Cross-Domain Multi-Event Tracking via CO-PMHT, ACM Transactions on Multimedia Computing, Communications and Applications, 2014, 10(4): Article No.: 31.
    10. Q. Fang, J. Sang, C. Xu. Topic-sensitive Influencer Mining in Interest-Based Social Media Networks via Hypergraph Learning. IEEE Transactions on Multimedia, 2014, 16(3): 796-812.
    11. W. Min, C. Xu, M.Xu, X.Xiao, B.Bao. Mobile Landmark Search with 3D Models. IEEE Transactions on Multimedia, 2014, 16(3): 623-636.
    12. B. Bao, G. Liu, R. Hong, S. Yan, C. Xu, General Subspace Learning with Corrupted Training Data via Graph Embedding, IEEE Transactions on Image Processing, 2013, 22(11):4380-4393.
    13. Z. Li, J. Liu, M. Wang, C. Xu, H. Lu, Enhancing News Organization for Convenient Retrieval and Browsing, ACM Transactions on Multimedia Computing, Communications and Applications , 2013, 10(1): Article No.: 1.
    14. J. Sang, C. Xu, Social Influence Analysis and Application on Multimedia Sharing Websites, ACM Transactions on Multimedia Computing, Communications and Applications, 2013, 9(1s): Article No.: 51.
    15. J. Sang, T. Mei, Y. Xu, C. Zhao, C. Xu, S. Li. Interaction Design for Mobile Visual Search. IEEE Transactions on Multimedia, 2013, 15(7): 1665-1676.
    16. C. Sun, T. Zhang, B.K. Bao, C. Xu, T. Mei, Discriminative Exemplar Coding for Sign Language Recognition with Kinect, IEEE Transactions on Cybernetics, 2013, 43(5): 1418-1428.
    17. J. Tang, G.Qi, L. Zhang, C. Xu, Cross-Space Affinity Learning with Its Application to Movie Recommendation. IEEE Transactions on Knowledge and Data Engineering, 2013, 25(7): 1510-1519.
    18. C. Liang, C. Xu , J. Cheng, W. Min, H. Lu, Script-to-Movie: A Computational Framework for Story Movie Composition. IEEE Transactions on Multimedia, 2013,15(2):401-414.
    19. T. Zhang, S. Liu, C. Xu ,H. Lu, Mining Semantic Context Information for Intelligent Video Surveillance of Traffic Scenes. IEEE Transactions on Industrial Informatics, 2013, 9(1):149-160.
    20. P. Li, M. Wang, J. Cheng, C. Xu ,H. Lu, Spectral Hashing with Semantically Consistent Graph for Image Indexing. IEEE Transactions on Multimedia, 2013, 15(1):141-152.
    21. B. Bao, G. Liu, C. Xu, S. Yan, Inductive Robust Principal Component Analysis. IEEE Transactions on Image Processing, 2012, 21(8): 3794-3800.
    22. T.Zhang, C. Xu, G. Zhu, H. Lu, A Generic Framework for Video Annotation via Semi-supervised Learning, IEEE Transactions on Multimedia, 2012, 14(4): 1206-1219.
    23. X. Xian, C. Xu, J. Wang, M. Xu, Enhanced 3D Modeling for Landmark Image Classification, IEEE Transactions on Multimedia, 2012, 14(4): 1246-1258.
    24. J. Sang, C. Xu, D. Lu, Learn to Personalized Image Search from the Photo Sharing Websites, IEEE Transactions on Multimedia, 2012, 14(4): 963-974.
    25. J. Sang, C. Xu, Robust Face-Name Graph Matching for Movie Character Identification, IEEE Transactions on Multimedia, 2012, 14(3): 586 - 596.
    26. J. Sang, C. Xu, User-aware Image Tag Refinement via Ternary Semantic Analysis, IEEE Transactions on Multimedia, 2012, 14(3): 883-895.
    27. S. Liu, S. Yan, C. Xu, H. Lu, Weakly-Supervised Graph Propagation Towards Collective Image Parsing, IEEE Transactions on Multimedia, 2012, 14(2): 361-373.
    28. C. Xu, A. Hanjalic, S. Yan, Q. Liu, A. Smeaton, Special Section on Object and Event Classification in Large-Scale Video Collections, IEEE Transactions on Multimedia, 2012, 14(1): 1-2.
    29. J. Sang, C. Xu, Browse by Chunks: Topic Mining and Organizing on Web-scale Social Media, ACM Transactions on Multimedia Computing, Communications, and Applications, 2011, 7S(1): Article No.: 30.
    30. T. Zhang, J. Liu, S. Liu, C. Xu, H. Lu, Boosted Exemplar Learning for Action Recognition and Annotation, IEEE Transactions on Circuits and System on Video Technology, 2011, 21(7): 853-866.
    31. S. Wei, Y. Zhao, C. Zhu, C. Xu, Z. Zhu, Frame Fusion for Video Copy Detection, IEEE Transactions on Circuits and System on Video Technology,2011,21(1): 15-28.
    32. C. Xu, E. Steinbach, A. El Saddik, M. Zhou, Introduction to the Best Papers of ACM Multimedia 2009 , ACM Transactions on Multimedia Computing, Communications, and Applications, 2010, 6(3): Article No.: 12.
    33. Y.F.Zhang, C.Xu, H.Lu, Y-M.Huang, Character Identification in Feature-length Films Using Global Face-Name Matching, IEEE Transactions on Multimedia, 2009, 11(7): 1276-1288.
    34. X.Zhang, C.Xu, J.Cheng, H.Lu, S.Ma, Effective Annotation and Search for Video Blogs with Integration of Context and Content Analysis, IEEE Transactions on Multimedia, 2009, 11(2): 272-285.
    35. G.Zhu, C.Xu, Q. Huang, Y.Rui, S.Jiang, W.Gao, H.Yao, Event Tactic Analysis Based on Broadcast Sports Video, IEEE Transactions on Multimedia, 2009,11(1): 49-67.
    36. C. Xu, Y.Zhang, G.Zhu, Y.Rui, H.Lu, Q,Huang, Using Web-cast Text for Semantic Event Detection in Broadcast Sports Video, IEEE Transactions on Multimedia, 2008, 10(7): 1342-1355.
    37. C. Xu, J. Wang, H. Lu, Y. Zhang, A Novel Framework for Semantic Annotation and Personalized Retrieval of Sports Video, IEEE Transactions on Multimedia, 2008, 10(3): 421-436.
    38. M. Xu, C. Xu, L. Duan, J.S. Jin, S. Luo, Audio Keywords Generation for Sports Video Analysis, ACM Transactions on Multimedia Computing, Communication and Application, 2008, 4(2): 11.1-11.23.
    39. G. Zhu, Q. Huang, C. Xu, L.Xing. W. Gao, H.Yao, Human Behaviour Analysis for Highlight Ranking in Broadcast Racket Sports Video, IEEE Transactions on Multimedia, 2007, 9(6): 1167-1182.
    40. J. Wang, E. Chng, C. Xu, Q. Tian, Generation of Personalized Music Sports Video Using Multimodal Cues, IEEE Transactions on Multimedia, 2007, 9(3): 576-588.
    41. C. Xu, N. Maddage, X. Shao, Q. Tian, Content-Adaptive Digital Music Watermarking Based on Music Structure Analysis, ACM Transactions on Multimedia Computing, Communication and Application, 2007, 3(1): 1-16.
    42. X. Yu, H. Leong, C. Xu, Q. Tian, Trajectory-Based Ball Detection and Tracking in Broadcast Soccer Video, IEEE Transactions on Multimedia, 2006, 8(6): 1164-1178
    43. L. Duan, J. Jin, Q. Tian, C. Xu, Nonparametric Motion Characterization Using Mean Shift for Robust Camera Motion Pattern Classification, IEEE Transactions on Multimedia, 2006, 8(2): 323-340.
    44. X. Shao, C. Xu, N. Maddage, M. Kankanhalli, Q. Tian, J. Jin, Automatic Summarization of Music Video, ACM Transactions on Multimedia Computing, Communication and Application, 2006, 2(2): 127-148.
    45. C. Xu, N. Maddage, X. Shao, Automatic Music Classification and Summarization, IEEE Transactions on Audio and Speech Processing, 2005, 13(3): 441-450.
    46. L. Duan, M. Xu, Q. Tian, C. Xu, J. Jin, A Unified Framework for Semantic Shot Classification in Sports Video, IEEE Transactions on Multimedia, 2005, 7(6): 1066-1083.

  • Conference Papers
    1. M. Yan, J. Sang, C. Xu, Mining Cross-network Association for YouTube Video Promotion, ACM International Conference on Multimedia, Orlando, FL, 3-7 Nov 2014, Accepted.
    2. Q. Fang, J. Sang, C. Xu, GIANT: Geo-Informative Attributes for locatioN recogniTion and exploration, ACM International Conference on Multimedia, Barcelona, Spain, 21 Oct-25 Oct 2013, 13-22. (Best Paper Finalist)
    3. Z. Yuan, J. Sang, Y. Liu, C. Xu, Latent feature learning in Social Media Network , ACM International Conference on Multimedia, Barcelona, Spain, 21 Oct-25 Oct 2013, 253-262.
    4. Q. Fang, J. Sang, C. Xu, K. Lu, Paint the City Colorfully: Location Visualization from Multiple Themes, International Conference on Multimedia Modeling (MMM), Huangshan, China, 7 Jan-9 Jan 2013. (Best Student Paper Award)
    5. J. Sang, C. Xu, Right buddy makes the difference: an early exploration of social relation analysis in multimedia applications, ACM International Conference on Multimedia, Nara, Japan, 29 Oct-2 Nov 2012, 19-28. (Best Paper Finalist)
    6. S. Liu, J. Feng, Z. Song, T. Zhang, H. Lu, C. Xu, S. Yan, Hi, magic closet, tell me what to wear! ACM International Conference on Multimedia, Nara, Japan, 29 Oct-2 Nov 2012, 619-628.
    7. Z. Li, M. Wang, J. Liu, C. Xu, H. Lu, News Contextualization with Geographic and Visual Information, ACM International Conference on Multimedia, Scottsdale, AZ, 28 Nov - 1 Dec 2011, 133-142.
    8. T. Zhang, C. Xu, G. Zhu, H. Lu, A Generic Framework for Event Detection in Various Video Domains, ACM International Conference on Multimedia, Florence, Italy, 25-29 Oct. 2010, 103-112.
    9. C. Liu, Q. Huang, S. Jiang, C. Xu, The Third Eye: Mining the Visual Cognition Across Multi-Language Communities, ACM International Conference on Multimedia, Florence, Italy, 25-29 Oct. 2010, 431-440.
    10. H. Liu, S. Jiang, Q. Huang, C. Xu, A Generic Virtual Content Insertion System Based on Visual Attention Analysis, ACM International Conference on Multimedia, Vancouver, Canada, 26-31 Oct. 2008, 379-388.
    11. G. Zhu, Q. Huang, C. Xu, Y. Rui, S. Jiang, W. Gao, Trajectory Based Event Tactics Analysis in Broadcast Sports Video, ACM International Conference on Multimedia, Augsburg, Germany, 24-29 Sep. 2007, 58-67.
    12. C. Xu, J. Wang, Y. Li, K. Wan, L. Duan, Live Sports Event Detection Based on Broadcast Video and Web-casting Text, ACM International Conference on Multimedia, Santa Barbara, CA, 23-27 Oct. 2006, 221-230.
    13. G. Zhu, C. Xu, Q. Huang, W. Gao, L. Xing, Player Action Recognition in Broadcast Tennis Video with Applications to Semantic Analysis of Sports Game, ACM International Conference on Multimedia, Santa Barbara, CA, 23-27 Oct. 2006, 431-440.
    14. L. Duan, J. Wang, Y. Zheng, J. Jin, H. Lu, C. Xu, Segmentation, Categorization, and Identification of Commercial Clips from TV Streams Using Multi-modal Analysis, ACM International Conference on Multimedia, Santa Barbara, CA, 23-27 Oct. 2006, 201-210.
    15. J. Wang, C. Xu, E. Chng, L. Duan, K. Wan, Q. Tian, Automatic Generation of Personalized Music Sports Video, ACM International Conference on Multimedia, Singapore, 6-11 Nov. 2005, 735-744.
    16. W. Xiong, B. Qiu, Q. Tian, C. Xu, S. Ong, K. Foong, J. Chevallet, MultiPRE : A Novel Framework With Multiple Parallel Retrieval Engines For Content-Based Image Retrieval, ACM International Conference on Multimedia, Singapore, 6-11 Nov. 2005, 1023-1032.
    17. J. Wang, C. Xu, E. Chng, K. Wan, Q. Tian, Automatic Replay Generation for Soccer Video Broadcasting, ACM International Conference on Multimedia, New York City, USA, 10-16 Oct. 2004, 32-39.
    18. N. Maddage, C. Xu, M. Kankanhali, X. Shao, Content-based Music Structure Analysis with the Applications to Music Semantic Understanding, ACM International Conference on Multimedia, New York City, USA, 10-16 Oct, 2004, 112-119.
    19. X. Yu, C. Xu, H. Leong, Q. Tian, Q. Tang, K. Wan, Trajectory-Based Ball Detection and Tracking with Applications to Semantic Analysis of Broadcast Soccer Video, ACM International Conference on Multimedia, Berkeley, USA, 2003, 11-20.
    20. L. Duan, M. Xu, Q. Tian, T. Chua, C. Xu, A Mid-level Representation Framework for Semantic Sports Video Analysis, ACM International Conference on Multimedia, Berkeley, USA, 2003, 33-44.
    21. T. Zhang, B. Ghanem, S. Liu, C. Xu, N. Ahuja, Low-Rank Sparse Coding for Image Classification, IEEE International Conference on Computer Vision, Sydney, Australia, 2013, 281-288.
    22. T. Zhang, K. Jia, C. Xu, Yi Ma, N. Ahuja, Partial Occlusion Handling for Visual Tracking via Robust Part Matching, IEEE International Conference on Computer Vision and Pattern Recognition, Columbus, Ohio, USA, 23-28 June, 2014, 1258- 1265.
    23. S. Liu, Z. Song, G. Liu, C. Xu, H. Lu, S. Yan, Street-to-Shop: Cross-Sce­nario Cloth­ing Re­trieval via Parts Align­ment (Oral), IEEE International Conference on Computer Vision and Pattern Recognition, Providence, Rhode Island, 16-21 June, 2012, 3330-3337.
    24. C. Liang, C. Xu, J. Cheng, H. Lu, TVParser: An Automatic TV Video Parsing Method, IEEE International Conference on Computer Vision and Pattern Recognition, Colorado Springs, 21-23 June, 2011, 3377-3384.
    25. C. Zhang, J. Liu, Q. Tian, C. Xu, H. Lu, S. Ma, Image Classification by Non-Negative Sparse Coding, Low-Rank and Sparse Decomposition, IEEE International Conference on Computer Vision and Pattern Recognition, Colorado Springs, 21-23 June, 2011, 1673-1680.