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International Journal of Digital Multimedia Broadcasting
Volume 2010, Article ID 836357, 20 pages
http://dx.doi.org/10.1155/2010/836357
Research Article

Personalized Sports Video Customization Using Content and Context Analysis

1National Lab of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
2China-Singapore Institute of Digital Media, Singapore 119615

Received 2 September 2009; Revised 11 December 2009; Accepted 26 January 2010

Academic Editor: Jungong Han

Copyright © 2010 Chao Liang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. Y. Rui, A. Gupta, and A. Acero, “Automatically extracting highlights for TV baseball programs,” in Proceedings of the ACM International Multimedia Conference and Exhibition, pp. 105–115, Los Angeles, Calif, USA, 2000. View at Scopus
  2. M. Xu, N. C. Maddage, C. S. Xu, M. S. Kakanhalli, and Q. Tian, “Creating audio keywords for event detection in soccer video,” in Proceeding of the IEEE International Conference on Multimedia and Expo (ICME '03), vol. 2, pp. 281–284, Baltimore, Md, USA, 2003.
  3. Z. Xiong, R. Radhakrishnan, A. Divakaran, and T. S. Huang, “Audio events detection based highlight extraction from baseball, golf and soccer games in a United Framework,” in Proceeding of the IEEE International Conference on Acuoustics, Speech and Signal Processing (ICASSP '03), vol. 5, pp. 632–635, Hong Kong, April 2003.
  4. L.-Y. Duan, M. Xu, and Q. Tian, “Semantic shot classification in sports video,” in Storage and Retrieval for Media Database, vol. 5021 of Proceedings of SPIE, pp. 300–313, January 2003. View at Publisher · View at Google Scholar · View at Scopus
  5. Y.-P. Tan, D. D. Saur, S. R. Kulkarni, and P. J. Ramadge, “Rapid estimation of camera motion from compressed video with application to video annotation,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 10, no. 1, pp. 133–146, 2000. View at Publisher · View at Google Scholar · View at Scopus
  6. D. Zhang and S.-F. Chang, “Event detection in baseball video using superimposed caption recognition,” in Proceedings of the ACM International Multimedia Conference and Exhibition, pp. 315–318, Juan-les-Pins, France, December 2002. View at Scopus
  7. J. Assfalg, M. Bertini, C. Colombo, A. Del Bimbo, and W. Nunziati, “Semantic annotation of soccer videos: automatic highlights identification,” Computer Vision and Image Understanding, vol. 92, no. 2-3, pp. 285–305, 2003. View at Publisher · View at Google Scholar · View at Scopus
  8. A. Ekin, A. M. Tekalp, and R. Mehrotra, “Automatic soccer video analysis and summarization,” IEEE Transactions on Image Processing, vol. 12, no. 7, pp. 796–807, 2003. View at Publisher · View at Google Scholar · View at Scopus
  9. A. S. David and E. O. C. Eoel, “Event detection in Field sports video using audiovisual features and a support vector machine,” IEEE Transaction on Circuits and Systems for Video Technology, vol. 15, no. 10, pp. 1225–1233, 2005. View at Google Scholar
  10. C.-L. Huang, H.-C. Shih, and C.-Y. Chao, “Semantic analysis of soccer video using dynamic Bayesian network,” IEEE Transactions on Multimedia, vol. 8, no. 4, pp. 749–760, 2006. View at Publisher · View at Google Scholar · View at Scopus
  11. L. Xing, Q. Ye, W. Zhang, Q. Huang, and H. Yu, “A scheme for racquet sports video analysis with the combination of audio-visual information,” in Visual Communications and Image Processing, vol. 5960 of Proceedings of SPIE, pp. 259–267, 2005. View at Scopus
  12. L.-Y. Duan, M. Xu, T.-S. Chua, Q. Tian, and C.-S. Xu, “A mid-level representation framework for semantic sports video analysis,” in Proceedings of the ACM International Multimedia Conference and Exhibition, pp. 33–44, Berkeley, Calif, USA, 2003. View at Scopus
  13. M. Xu, L. Duan, C. Xu, M. Kankanhalli, and Q. Tian, “Event detection in basketball video using multi-modalities,” in Proceeding of IEEE Pacific Rim Conference on Multimedia (PCM '03), vol. 3, pp. 1526–1530, Singapore, December 2003.
  14. K. Wan and C. Xu, “Efficient multimodal features for automatic soccer highlight generation,” in Proceedings of the International Conference on Pattern Recognition (ICPR '04), vol. 3, pp. 973–976, Cambridge, UK, August 2004.
  15. M. H. Kolekar and S. Sengupta, “A hierarchical framework for generic sports video classification,” in Proceedings of the 7th Asian Conference on Computer Vision (ACCV '06), vol. 3852 of Lecture Notes in Computer Science, pp. 633–642, Springer, Hyderabad, India, January 2006. View at Publisher · View at Google Scholar · View at Scopus
  16. M. Xu, L.-Y. Duan, C.-S. Xu, and Q. Tian, “A fusion scheme of visual and auditory modalities for event detection in sports video,” in Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '03), vol. 3, pp. 189–192, Hong Kong, 2003. View at Scopus
  17. M. Han, W. Hua, W. Xu, and Y. Gong, “An integrated baseball digest system using maximum entropy method,” in Proceedings of the ACM International Multimedia Conference and Exhibition, pp. 347–350, Juan-les-Pins, France, December 2002. View at Scopus
  18. M. H. Kolekar and S. Sengupta, “Event-importance based customized and automatic cricket highlight generation,” in Proceedings of the IEEE International Conference on Multimedia and Expo (ICME '06), pp. 1617–1620, July 2006. View at Publisher · View at Google Scholar · View at Scopus
  19. C. Jung and J. Kim, “Player information extraction for semantic annotation in golf videos,” IEEE Transactions on Broadcasting, vol. 55, no. 1, pp. 79–83, 2009. View at Publisher · View at Google Scholar · View at Scopus
  20. N. Babaguchi, Y. Kawai, and T. Kitahashi, “Event based indexing of broadcasted sports video by intermodal collaboration,” IEEE Transactions on Multimedia, vol. 4, no. 1, pp. 68–75, 2002. View at Publisher · View at Google Scholar · View at Scopus
  21. H. Xu and T.-S. Chua, “The fusion of audio-visual features and external knowledge for event detection in team sports video,” in Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR '04), pp. 127–134, New York, NY, USA, October 2004. View at Scopus
  22. C. S. Xu, J. Wang, K. Wan, Y. Li, and L. Duan, “Live sports event detection based on broadcast video and web-casting text,” in Proceedings of the 14th Annual ACM International Conference on Multimedia (MM '06), pp. 221–230, Santa Barbara, Calif, USA, October 2006. View at Publisher · View at Google Scholar · View at Scopus
  23. D. Tjondronegoro, Y.-P. P. Chen, and B. Pham, “Integrating highlights for more complete sports video summarization,” IEEE Multimedia, vol. 11, no. 4, pp. 22–37, 2004. View at Publisher · View at Google Scholar · View at Scopus
  24. A. Ekin and A. M. Tekalp, “Generic play-break event detection summarization and hierarchical sports video analysis,” in Proceedings of the IEEE International Conference on Multimedia & Expo (ICME '03), vol. 1, pp. 167–172, Baltimore, Md, USA, July 2003.
  25. M. Fleischman and D. Roy, “Situated models of meaning for sports video retrieval,” in Proceeding of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics (HLT/NAACL '07), pp. 37–44, Rochester, NY, USA, April 2007.
  26. N. Babaguchi, K. Ohara, and T. Ogura, “Learning personal preference from viewer's operations for browsing and its application to baseball video retrieval and summarization,” IEEE Transactions on Multimedia, vol. 9, no. 5, pp. 1016–1025, 2007. View at Publisher · View at Google Scholar · View at Scopus
  27. W. Gao, Q.-M. Huang, S. Q. Jiang, and P. Zhang, “Sports video summarization and adaptation for application in mobile communication,” Journal of Zhejiang University: Science A, vol. 7, no. 5, pp. 819–829, 2006. View at Publisher · View at Google Scholar · View at Scopus
  28. Y. Wei, S. M. Bhandarkar, and K. Li, “Video personalization in resource-constrained multimedia environments,” in Proceedings of the ACM International Multimedia Conference and Exhibition, pp. 902–911, Augsburg, Germany, September 2007. View at Publisher · View at Google Scholar · View at Scopus
  29. B. L. Tseng, C. Y. Lin, and J. R. Smith, “Video summarization and personalization for pervasive mobile devices,” in Storage and Retrieval for Media Database, vol. 4676 of Proceedings of SPIE, pp. 359–370, 2002. View at Publisher · View at Google Scholar · View at Scopus
  30. Y. Zhang, X. Zhang, C. Xu, and H. Lu, “Personalized retrieval of sports video,” in Proceedings of the International Workshop on Multimedia Information Retrieval (MIR '07), pp. 313–322, Augsburg, Germany, September 2007. View at Publisher · View at Google Scholar · View at Scopus
  31. A. Amir, M. Berg, and H. Permuter, “Mutual relevance feedback for multimodal query formulation in video retrieval,” in Proceedings of International Workshop on Multimedia Information Retrieval (MIR '05), pp. 17–24, Singapore, November 2005.
  32. T. Syeda-Mahmood and D. Ponceleon, “Learning video browsing behavior and its application in the generation of video previews,” in Proceedings of the 9th ACM International Conference on Multimedia (MM '01), pp. 119–128, Ottawa, Canada, September 2001. View at Scopus
  33. J. Zimmerman, K. Kurapati, A. L. Buczak, D. Schaffer, S. Gutta, and J. Martino, “TV personalization system: design of a TV show recommender engine and interface,” in Personalized Digital Television: Targeting Programs to Individual Viewers, pp. 27–51, Kluwer Academic Publishers, Dordrecht, The Netherlands, 2004. View at Google Scholar
  34. A. Jaimes, N. Sebe, and D. Gatica-Perez, “Human-centered computing: a multimedia perspective,” in Proceedings of the 14th Annual ACM International Conference on Multimedia (MM '06), pp. 855–864, Santa Barbara, Calif, USA, September 2006. View at Publisher · View at Google Scholar · View at Scopus
  35. C. Xu, J. J. Wang, H. Q. Lu, and Y. F. Zhang, “A novel framework for semantic annotation and personalized retrieval of sports video,” IEEE Transactions on Multimedia, vol. 10, no. 3, pp. 421–436, 2008. View at Publisher · View at Google Scholar · View at Scopus
  36. C. Liang, Y. Zhang, C. S. Xu, J. Q. Wang, and H. Q. Lu, “A hierarchical semanticsmatching approach for sports video annotation,” in Proceedings of the 10th Pacific Rim Conference on Multimedia (PCM '09), vol. 5879 of Lecture Notes in Computer Science, pp. 684–696, Bangkok, Thailand, December 2009.
  37. L. Wang, M. Lew, and G. Xu, “Offense based temporal segmentation for event detection in soccer video,” in Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR '04), pp. 259–266, New York, NY, USA, October 2004. View at Scopus
  38. F. Dufaux and J. Konrad, “Efficient, robust, and fast global motion estimation for video coding,” IEEE Transactions on Image Processing, vol. 9, no. 3, pp. 497–501, 2000. View at Publisher · View at Google Scholar · View at Scopus
  39. C. Xu, Y. F. Zhang, G. Y. Zhu, Y. Rui, H. Q. Lu, and Q. M. Huang, “Using webcast text for semantic event detection in broadcast sports video,” IEEE Transaction on Multimedia, vol. 10, no. 7, pp. 1342–1355, 2008. View at Google Scholar
  40. S. B. Needleman and C. D. Wunsch, “A general method applicable to the search for similarities in the amino acid sequence of two proteins,” Journal of Molecular Biology, vol. 48, no. 3, pp. 443–453, 1970. View at Google Scholar · View at Scopus
  41. N. Babaguchi, Y. Kawai, T. Ogura, and T. Kitahashi, “Personalized abstraction of broadcasted American football video by highlight selection,” IEEE Transactions on Multimedia, vol. 6, no. 4, pp. 575–586, 2004. View at Publisher · View at Google Scholar · View at Scopus
  42. B. Merialdo, K. T. Lee, D. Luparello, and J. Roudaire, “Automatic construction of personalized TV News programs,” in Proceedings of the ACM International Multimedia Conference, pp. 323–331, Orlando, Fla, USA, October 1999. View at Scopus
  43. J. Scott, Social Network Analysis: A Handbook, Sage, Newbury Park, Calif, USA, 1991.
  44. C.-Y. Weng, W.-T. Chu, and J.-L. Wu, “RoleNet: movie analysis from the perspective of social networks,” IEEE Transactions on Multimedia, vol. 11, no. 2, pp. 256–271, 2009. View at Publisher · View at Google Scholar · View at Scopus
  45. A. Vinciarelli and S. Favre, “Broadcast news story segmentation using social network analysis and hidden Markov models,” in Proceedings of the ACM International Multimedia Conference and Exhibition, pp. 261–264, Augsburg, Germany, September 2007. View at Publisher · View at Google Scholar · View at Scopus
  46. L. He, E. Sanocki, A. Gupta, and J. Grudin, “Auto-summarization of audio-video presentations,” in Proceedings of the ACM International Multimedia Conference and Exhibition, pp. 489–498, Orlando, Fla, USA, October 1999. View at Scopus
  47. R. Likert, “A technique for the measurement of attitudes,” Archives of Psychology, vol. 22, no. 140, pp. 1–55, 1932. View at Google Scholar