Automatic soccer video analysis and summarization

IEEE Transactions on Image Processing

Volumn 12, Issue 7, 2003, Pages 796-807

  Ekin, Ahmet ^a   Tekalp, A Murat ^a,b   Mehrotra, Rajiv ^c  

^a University of Rochester   (United States)

^b KOÇ UNIVERSITY   (Turkey)

^c EASTMAN KODAK COMPANY   (United States)

Author keywords

Cinematic features; Object based features; Semantic event detection; Shot classification; Slow motion replay detection; Soccer video processing; Soccer video summarization

Indexed keywords

ALGORITHMS; MOTION PICTURES; SEMANTICS; STATISTICAL METHODS;

VIDEO ANALYSIS;

IMAGE ANALYSIS;

EID: 0041663515     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2003.812758     Document Type: Article

References (30)

1. S.-F. Chang, "The holy grail of content-based media analysis," IEEE Multimedia, Vol. 9, pp. 6-10, Apr.-June 2002.
2. Y. Fu, A. Ekin, A. M. Tekalp, and R. Mehrotra, "Temporal segmentation of video objects for hierarchical object-based motion description," IEEE Trans. Image Processing, vol. 11, pp. 135-145, Feb. 2002.
3. D. Yow, B.-L. Yeo, M. Yeung, and B. Liu, "Analysis and presentation of soccer highlights from digital video," in Proc. Asian Conf. on Comp. Vision (ACCV), 1995.
4. Y. Gong, L. T. Sin, C. H. Chuan, H.-J. Zhang, and M. Sakauchi, "Automatic parsing of soccer programs," in Proc. IEEE Int. Conf. Mult. Comput. Syst., 1995, pp. 167-174.
5. S. Intille and A. Bobick, "Recognizing planned, multi-person action," Comput. Vis. Image Understand., vol. 81, no. 3, pp. 414-445, Mar. 2001.
6. V. Tovinkere and R. J. Qian, "Detecting semantic events in soccer games; Toward a complete solution," in Proc. IEEE Int. Conf. Mult. Expo (ICME), Aug. 2001.
7. G. S. Pingali, Y. Jean, and I. Carlbom, "Real time tracking for enhanced tennis broadcasts," in Proc. IEEE Comp. Vision Patt. Rec. (CVPR), 1998, pp. 260-265.
8. A. Gueziec, "Tracking pitches for broadcast television," IEEE Computer, vol. 35, pp. 38-43, Mar. 2002.
9. P. Xu, L. Xie, S.-F. Chang, A. Divakaran, A. Vetro, and H. Sun, "Algorithms and system for segmentation and structure analysis in soccer video," in Proc. IEEE Int. Conf. Mult. Expo (ICME), Aug. 2001.
10. L. Xie, S.-F. Chang, A. Divakaran, and H. Sun, "Structure analysis of soccer video with hidden Markov models," in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), 2002.
11. B. Li and M. I. Sezan, "Event detection and summarization in American football broadcast video," Proc. SPIE, vol. 4676, pp. 202-213, Jan. 2002.
12. R. Leonardi and P. Migliorati, "Semantic indexing of multimedia documents," IEEE Multimedia, vol. 9, no. 2, pp. 44-51, Apr.-June 2002.
13. J. Assfalg, M. Bertini, A. Del Bimbo, W. Nunziati, and P. Pala, "Soccer highlights detection and recognition using HMMs," in Proc. IEEE Int. Conf. on Mult. and Expo (ICME), Aug. 2002.
14. W. Zhou, A. Vellaikal, and C.-C.J. Kuo, "Rule-based video classification system for basketball video indexing," in ACM Mult. Conf., 2000.
15. D. Zhong and S.-F. Chang, "Structure analysis of sports video using domain models," in Proc. IEEE Int. Conf. Mult. Expo (ICME), Aug. 2001.
16. K. A. Peker, R. Cabasson, and A. Divakaran, "Rapid generation of sports video highlights using the MPEG-7 motion activity descriptor," Proc. SPIE, vol. 4676, pp. 318-323, Jan. 2002.
17. N. Babaguchi, Y. Kawai, and T. Kitashi, "Event based indexing of broadcasted sports video by intermodal collaboration," IEEE Trans. Multimedia, vol. 4, pp. 68-75, Mar. 2002.
18. Y. Rui, A. Gupta, and A. Acero, "Automatically extracting highlights for TV baseball programs," in Proc. ACM Multimedia, 2000.
19. K. N. Plataniotis and A. N. Venetsanopoulos, Color Image Processing and Applications. Berlin, Germany: Springer-Verlag, 2000, pp. 25-32 and 260-275.
20. A. Hanjalic, "Shot-boundary detection: Unraveled and resolved?," IEEE Trans. Circuits Syst. Video Technol., vol. 12, pp. 90-105, Feb. 2002.
21. A. Ekin and A. M. Tekalp, "A framework for analysis and tracking of soccer video," Proc. SPIE, Jan. 2002.
22. G. Millerson, The Technique of Television Production, 12th ed. New York: Focal, March 1990.
23. A. M. Ferman and A. M. Tekalp, "A fuzzy framework for unsupervised video content characterization and shot classification," J. Electron. Imag., vol. 10, no. 4, pp. 917-929, Oct. 2001.
24. S. Theodoridis and K. Koutroumbas, Pattern Recognition. New York: Academic, 1999.
25. V. Kobla, D. DeMenthon, and D. Doermann, "Identifying sports videos using replay, text, and camera motion features," Proc. SPIE, Jan. 2000.
26. H. Pan, P. van Beek, and M. I. Sezan, "Detection of slow-motion replay segments in sports video for highlights generation," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing (ICASSP), 2001.
27. H. Pan, B. Li, and M. I. Sezan, "Automatic detection of replay segments in broadcast sports programs by detection of logos in scene transitions," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing ICASSP), 2002.
28. Laws of the game and decisions of the international football associations board - 2001. [Online]. Available:www.fifa.com.
29. M. Sonka, V. Hlavac, and R. Boyle, Image Processing, Analysif, and Machine Vision, 2nd ed. Albany, NY: Brooks/Cole, 1999, pp. 256-260.
30. A. M. Ferman and A. M. Tekalp, "Efficient filtering and clustering methods for temporal video segmentation and visual summarization," J. Vis. Commun. Image. Represent., vol. 9, no. 4, pp. 336-351, Dec. 1998.