Sports video classification using HMMS

Proceedings - IEEE International Conference on Multimedia and Expo

Volumn 2, Issue , 2003, Pages II345-II348

  Gibert, X ^a   Li, Huiping ^a   Doermann, D ^a  

^a UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); COLOR; HIDDEN MARKOV MODELS; IMAGE CLASSIFICATION;

CLASSIFICATION ACCURACY; COLOR FEATURES; FINAL DECISION; HIDDEN MARKOV MODELS (HMMS); MOTION DIRECTION; SPORTS GENRE; SPORTS VIDEO; SPORTS VIDEO CLASSIFICATIONS;

SPORTS;

EID: 84908567218     PISSN: 19457871     EISSN: 1945788X     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2003.1221624     Document Type: Conference Paper

References (10)

1. N. Babaguchi, Y. Kawai, and T. Kitahashi, "EventBased Indexing of Broadcasted Sports Video byIntermodal Collaboration". IEEE Trans. onMultimedia, Vol. 4, No. 1, pp.68-75, 2002.
2. N. Diminova, L. Agnihohi and G. Wei. "VideoClassification based on HMM using text and faces"Pattern Recognition Letters (PRL). Vol. 20, 1999.
3. R. Dugad, and U.B. Desai, "A tutorial on HiddenMarkov Models", Published Online, 1996.http://vision.ai.uiuc.edu/dugadinewh"tut.ps,gz.
4. V,Kobla, D, DeMenthon, and D, Doermann "Identification of sports videos using replay, test andcamera motion features," Proc. of SPIE Conferenceon Storage and Retrievalfor Media Databases, Vol.3972, pp. 332-343,2000
5. B. Li and I. Sezan, "Event Detection andSummarization in American Football BroadcastVideo,"Proc. ofSPIE, Vol. 4676, pp. 202-213,2002.
6. Z. Liu, 1. Huang, and Y. Wang. "Classification ofTV programs based on audio information usingHidden Markov Model". IEEE Workshop onMultimedia Signal Processing, pp 27-32, 1998.
7. MPEG-2 decoder.http:/lbmrc.berkeley .edu/frame/research/
8. E. Sahouria and A. Zakhor, "Content Analysis ofVideo Using Principal Components." IEEE Trans. onCircuits and Systems for Video Technology, vol. 9,no. 8, pp 1290-1298, 1999.
9. Y, Wang, Z, Liu,J. Huang, "Multimedia content analysis using both audio and visual clues," IEEESignal Processing Magazine, pp. 12-36,2000
10. W. Zhou, A. Vellaikal and C:C. lay Kuo., "RulebasedVideo Classification Systems for BasketballVideo Indexing," ACM Multimedia. pp. 213-216,2000.