Scene-based event detection for baseball videos

Journal of Visual Communication and Image Representation

Volumn 18, Issue 1, 2007, Pages 1-14

  Lien, Cheng Chang ^a   Chiang, Chiu Lung ^a   Lee, Chang Hsing ^a  

^a CHUNG HUA UNIVERSITY   (Taiwan)

Author keywords

Baseball event; Hidden Markov model; Semantic scene; Video shot

Indexed keywords

CLASSIFICATION (OF INFORMATION); FEATURE EXTRACTION; IMAGE SEGMENTATION; VIDEO RECORDING;

BASEBALL EVENT; HIDDEN MARKOV MODEL; SEMANTIC SCENE; VIDEO SHOT;

IMAGE PROCESSING;

EID: 33845807401     PISSN: 10473203     EISSN: 10959076     Source Type: Journal    
DOI: 10.1016/j.jvcir.2006.09.002     Document Type: Article

References (24)

1. B. Li, M.I. Sezan, Event detection and summarization in sports video, in: Proceedings, IEEE Workshop on Content-Based Access of Image and Video Libraries 2001 (CBAIVL 2001), 2001, pp. 132-138.
2. F. Cheng, W.J. Christmas, J. Kittler, Detection and description of human running behavior in sports video multimedia database, in: Proceedings of the 11th International Conference on Image Analysis and Processing, 2001, pp. 26-28.
3. H. Pan, B. Li, M.I. Sezan, Automatic detection of replay segments in broadcast sports programs by detection of logos in scene transitions, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 4, 2002, pp. 13-17.
4. W. Hua, M. Han, Y. Gong, Baseball scene classification using multimedia features, in: Proceedings of the IEEE International Conference on Multimedia and Expo, vol. 1, 2002, pp. 821-824.
5. S. Miyauchi, A. Hirano, N. Babaguchi, T. Kitahashi, Collaborative multimedia analysis for detecting semantical events from broadcasted sports video, in: Proceedings, 16th International Conference on Pattern Recognition, vol. 2, 2002, pp. 11-15.
6. Y. Rui, A. Gupta, A. Acero, Automatically extracting highlights for TV baseball programs, in: Proceedings of the Eighth ACM International Conference on Multimedia, 2000, pp. 105-115.
7. Ekin, Tekalp A.M., and Mehrotra R. Automatic soccer video analysis and summarization. IEEE Trans. Image Process. 12 (2003) 796-807
8. H. Lu, Y.-P. Tan, Sports video analysis and structuring, in: Proceedings of the IEEE Fourth Workshop on Multimedia Signal Processing, 2001, pp. 3-5.
9. S.C. Pei, F. Chen, Semantic scenes detection and classification in sports videos, in: Proceedings of the 16th IPPR Conference on Computer Vision, Graphics and Image Processing, 2003.
10. Haering N., Qian R.J., and Sezan M.I. A semantic event-detection approach and its application to detecting hunts in wildlife video. IEEE Trans. Circuits Systems Video Technol. 10 (2000) 857-868
11. Foresti G.L., Marcenaro L., and Regazzoni C.S. Automatic detection and indexing of video-event shots for surveillance applications. IEEE Trans. Multimedia 4 (2002) 459-471
12. Chen C.H., and Lien C.C. The multiresolution and flooding based RSST (MFRSST) image segmentation method. Chung Hua J. Sci. Eng. 1 (2003) 9-16
13. Heng W.J., and Ngan K.N. Shot boundary refinement for long transition in digital video sequence. IEEE Trans. Multimedia 4 (2002) 434-444
14. Gargi U., Kasturi R., and Strayer S.H. Performance characterization of video-shot-change detection methods. IEEE Trans. Circuits Systems Video Technol. 10 (2000) 1-13
15. Hanjalic A. Shot-boundary detection: unraveled and resolved?. IEEE Trans. Circuits Systems Video Technol. 12 (2002) 90-105
16. Ju S.X., Black M.J., Minneman S., and Kimber D. Summarization of videotaped presentations: automatic analysis of motion and gesture. IEEE Trans. Circuits Systems Video Technol. 8 (1998) 686-696
17. M.J. Jones, J.M. Rehg, Statistical color models with application to skin detection, in: Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, vol. 1, 1999, pp. 23-25.
18. Wang Y., Ostermann J., and Zhang Y. Video Processing and Communications (2002), Prentice-Hall, Englewood Cliffs, NJ
19. Rabiner L., and Juang B.-H. Fundamentals of speech recognition (1993), Prentice-Hall, Englewood Cliffs, NJ
20. Kwok S.H., and Constantinides A.G. A fast recursive shortest spanning tree for image segmentation and edge detection. IEEE Trans. Image Process. 6 (1997) 328-332
21. Vincent L., and Soille P. Watersheds in digital spaces: an efficient algorithm based on immersion simulations. IEEE Trans. Pattern Analysis Machine Intelligence 13 (1991) 583-598
22. Morris O.J., Lee M.J., and Constantinides A.G. Graph theory for image analysis: an approach base on the shortest spanning tree. Proc. Inst. Electrical Eng. 133 (1986) 146-152
23. Davies E.R. Machine Vision-Theory, Algorithms, Practicalities. third ed. (2005), Elsevier, Amsterdam
24. Han M., Hua W., Xu W., and Gong Y. An integrated baseball digest system using maximum entropy method. Proc. ACM Multimedia (2002) 347-350