MSN: Statistical understanding of broadcasted baseball video using multi-level semantic network

IEEE Transactions on Broadcasting

Volumn 51, Issue 4, 2005, Pages 449-459

  Shih, Huang Chia ^a,b   Huang, Chung Lin ^a,b  

^a IEEE   (United States)

^b NATIONAL TSING HUA UNIVERSITY   (Taiwan)

Author keywords

Baseball video; Bayesian belief network; Multi level semantic network; Spatio temporal analysis; Sport video; Statistical modeling

Indexed keywords

BASEBALL VIDEO; BAYESIAN BELIEF NETWORKS; SPORT VIDEO; STATISTICAL MODELING;

DATA PROCESSING; KNOWLEDGE ACQUISITION; SEMANTICS;

TELEVISION BROADCASTING;

EID: 29044450531     PISSN: 00189316     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBC.2005.854169     Document Type: Article

References (30)

1. N. Dimitrova, H. J. Zhang, B. Shahraray, I. Sezan, T. Huang, and A. Zakhor, "Applications of video-content analysis and retrieval," IEEE Trans. Multimedia, vol. 9, no. 3, pp. 42-55, Jul.-Sep. 2002.
2. U. Hahn and I. Mani, "The challenges of automatic summarization," Computer, vol. 33, no. 11, pp. 29-36, Nov. 2000.
3. MPEC-7: Overview (version 8), ISO/IEC, JTC1/SC29/WG11, Jul. 2002. N4980.
4. S.-F. Chang, T. Sikora, and A. Puri, "Overview of the MPEG-7 standard," IEEE Trans. Circuits Syst. Video Technol., Jun. 2001. special issue on MPEG-7.
5. M. Abdel-Mottaleb and S. Krishnamachari, "Multimedia descriptions based on MPEG-7 extraction and applications," IEEE Trans. Multimedia, vol. 6, no. 3, pp. 459-468, Jun. 2004.
6. J. Fan, A. K. Elmagarmid, X. Zhu, W. G. Aref, and L. Wu, "ClassView: hierarchical video shot classification, indexing, and accessing," IEEE Trans. Multimedia, vol. 6, no. 1, pp. 70-86, Feb. 2004.
7. B. L. Tseng, C. Y. Lin, and J. R. Smith, "Video personalization and summarization system," in IEEE Workshop on Multimedia Signal Processing, Dec. 9-11, 2002, pp. 424-427.
8. J. H. Lee, G. G. Lee, and W. Y. Kim, "Automatic video summarizing tool using MPEG-7 descriptors for personal video recorder," IEEE Trans. Consum. Electron., vol. 49, no. 3, pp. 742-749, Aug. 2003.
9. E. Ahmet, A. M. Tekalp, and R. Mehrotra, "Automatic soccer video analysis and summarization," IEEE Trans. Image Process., vol. 12, no. 7, pp. 796-807, Jul. 2003.
10. H. C. Shin and C. L. Huang, "A semantic network modeling for understanding baseball video," in Proc. IEEE-ICASSP 2003, Hong-Kong, Apr. 2003.
11. D. Zhong and S. F. Chang, "Spatio-temporal video search using the object-based video representation," in Proc. IEEE-ICIP, Oct. 1997.
12. H. Zhang, A. Wang, and Y. Altunbasak, "Content-based video retrieval and compression," in Proc. IEEE-ICIP, Oct. 1997.
13. M. R. Naphade, I. Kozintsev, and T. S. Huang, "A factor graph frame work for semantic indexing," IEEE Trans. Circuits Syst. Video Technol., vol. 12, no. 1, pp. 40-52, Jan. 2002.
14. N. Vasconcelos and A. Lippman, "Bayesian modeling of video editing and structure: semantic features for video summarization and browsing," in Proc. IEEE-ICIP, Chicago, 1998.
15. F. V. Jensen, K. G. Olesen, and S. K. Anderson, "An algebra of bayesian belief universes for knowledge-based systems," Networks, vol. 20, pp. 637-659, 1990.
16. A. M. Ferman and A. M. Tekalp, "Probabilistic analysis and extraction of video content," in Proc. IEEE-ICIP, Tokyo, Japan, Oct. 1999.
17. S. F. Chang and H. Sundaram, "Structural and semantic analysis of video," in Proc. IEEE-ICIP, Vancouver, Sep. 2000.
18. J. Luo, A. E. Savakis, S. P. Etz, and A. Singhal, "On the application of bayes Networks to semantic understanding of consumer photographs," in Proc. IEEE-ICIP, Vancouver, Sep. 2000.
19. A. Ekin, A. M. Tekalp, and R. Mehrotra, "Extraction of semantic description of event using bayseian network," in Proc. IEEE-ICIP, 2001.
20. P. Chang, M. Han, and Y. Gong, "Extract highlights from baseball game video with hidden markov models," in Proc. IEEE-ICIP, 2002.
21. G. Xu, Y. F. Ma, H. J. Zhang, and S. Yang, "A HMM based semantic analysis framework for sports game event detection," in Proc. IEEE-ICIP, 2003.
22. E. Ahmet and A. M. Tekalp, "Shot type classification by dominant color for sports video segmentation and summarization." in Proc. IEEE-ICASSP, Hong-Kong, Apr. 2003.
23. B. Li, H. Pan, and I. Sezan, "A general framework for sports video summarization with its application to soccer," in Proc. IEEE-ICASSP, Hong-Kong, Apr. 2003.
24. T. K. Moon, "The expectation-maximization algorithm." IEEE Signal Process. Mag., vol. 13, no. 6, pp. 47-60, Nov. 1996.
25. F. V. Jensen, An Introduction to Bayesian Networks: Springer-Verlag, 1996.
26. M. K. Kim, E. Kim, D. Shim, S. L. Jang, and G. Kim, "An efficient global motion characterization methods for image processing application," IEEE Trans. Consum. Electron., vol. 43, no. 4, pp. 1010-1018. Nov. 1997.
27. R. Baeza-Yates and B. Ribeiro-Neto, Modern Information Retrieval, 1st ed: Addison-Wesley, 1999.
28. C. L. Huang and S. H. Jeng, "A model-based hand gesture recognition system," Machine Vision and Appl., vol. 12, pp. 243-258, 2001.
29. B. S. Manjunath, J.-R. Ohm, V. V. Vasudevan, and A. Yamada, "Color and texture descriptors," IEEE Trans. Circuits Syst. Video Technol., vol. 11, no. 6, June 2001.
30. Y. Li, S. Narayanan, and C.-C. Jay Kuo, "Content-based movie analysis and indexing based on audio visual cues," IEE Trans. Circuits Syst. Video Technol., vol. 14, no. 8, Aug. 2004.