Discovering recurrent events in video using unsupervised methods

IEEE International Conference on Image Processing

Volumn 2, Issue , 2002, Pages

  Naphade, Milind R ^a   Huang, Thomas S ^b  

^a IBM T J WATSON RESEARCH CENTER   (United States)

^b UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; IMAGE SEGMENTATION; MATHEMATICAL MODELS; PATTERN MATCHING; PROBABILITY; RECURSIVE FUNCTIONS;

PROBABILISTIC MODELS; SIMILARITY BASED MATCHING;

VIDEO SIGNAL PROCESSING;

EID: 0036452478     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. M. Naphade, R. Mehrotra, A. M. Ferman, J. Warnick, T. S. Huang, and A. M. Tekalp, "A high performance shot boundary detection algorithm using multiple cues," in Proceedings of IEEE International Conference on Image Processing, Chicago, IL, Oct. 1998, vol. 2, pp. 884-887.
2. S Srinivasan, D. Ponceleon, A. Amir, and D. Petkovic, "What is that video anyway? In search of better browsing," in Proceedings of IEEE International Conference on Multimedia and Expo, New York, July 2000, pp. 388-392.
3. H. Sundaram and S. F. Chang, "Video scene segmentation using audio and visual features," in Proceedings of IEEE International Conference on Multimedia and Expo, New York, July 2000, vol. 1.
4. Wayne Wolf, "Hidden Markov model parsing of video programs," in Proceedings of International Conference on Acoustics Signal and Speech Processing, 1997.
5. A. M. Ferman and A. M. Tekalp, "Probabilistic analysis and extraction of video content," in Proceedings of IEEE International Conference on Image Processing, Kobe, Japan, Oct. 1999.
6. J. Nam, A.E. Cetin, and A.H. Tewfik, "Speaker identification and video analysis for hierarchical video shot classification," in Proceedings of IEEE International Conference on Image Processing, Santa Barbara, CA, Oct. 1997, vol. 2, pp. 550-555.
7. Y. Nakamura and T. Kanade, "Semantic analysis for video contents extraction - spotting by association in news video," in Proceedings of ACM International Multimedia Conference, Nov. 1997.
8. B. Adams, C. Dorai, and S. Venkatesh, "Automated film rhythm extraction for scene analysis," in IEEE International Conference on Multimedia and Expo, Tokyo, Japan, August 2001.
9. J. R. Kender and B. L. Yeo, "Video scene segmentation via continuous video coherence," in Computer Vision and Pattern Recognition, June 1998, pp. 367-373.
10. T. Liu and J. R. Kender, "A hidden markov model approach to the structure of documentaries," in Proceedings of Workshop on Content Based Access to Image and Video Libraries Held in Conjunction with CVPR, Hilton Head, SC, June 2000.
11. Z. Liu, J. Huang and Y. Wang, "Classification of tv programs based on audio information using hidden markov model," in Multimedia Signal Processing, 1998.
12. A. B. Poritz, "Linear predictive hidden markov models and the speech signal," in ICASSP, 1982, pp. 1291-1294.
13. S. Levinson et al, "Large vocabulary speech recognition," in Proceedings of DARPA Speech and Natural Language Workshop, Philadelphia, PA, Feb 1989, pp. 75-80.
14. A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," Proceedings of the Royal Statistical Society, vol. B, 39, pp. 1-38, 1977.
15. M. R. Naphade, R. Wang, and T. S. Huang, "Supporting audiovisual query using dynamic programming," in ACM Multimedia, Oct. 2001, pp. 411-420.