A discriminant approach to sports video classification

ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings

Volumn , Issue , 2007, Pages 557-561

  Watcharapinchai, N ^a   Aramvith, S ^a   Siddhichai, S ^b   Marukatat, S ^b  

^a CHULALONGKORN UNIVERSITY   (Thailand)

^b NATIONAL ELECTRONICS AND COMPUTER TECHNOLOGY CENTER   (Thailand)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE CLASSIFICATION; INFORMATION TECHNOLOGY; NEURAL NETWORKS; PHOTOGRAPHY; PRINCIPAL COMPONENT ANALYSIS; STATISTICAL TESTS; SUPPORT VECTOR MACHINES; VIDEO RECORDING; VIDEO STREAMING;

CLASSIFICATION ACCURACIES; CLASSIFICATION RESULTS; INTERNATIONAL SYMPOSIUM; SIGNAL PATTERNS; SPORTS VIDEOS; SUPPORT VECTOR MACHINE (SVM); TESTING DATA; TRAINING DATA SETS; VIDEO SEQUENCING;

CLASSIFICATION (OF INFORMATION);

EID: 46749110490     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCIT.2007.4392081     Document Type: Conference Paper

References (12)

1. J. Assfalg, M. Bertini, C. Colombo, A. D. Bimbo and W.Nunziati, "Automatic Interpretation of Soccer Video for Highlights Extraction and Annotation," ACM' 03, 2003
2. W. Zhou, A. Vellaikal and C.-C Jay. Kuo, "Rule-based Video Classification System for Basketball Video Indexing," ACM'02, 2000.
3. J. Wang, C. Xu, E. Chng,"Automatic Sports Video Genre Classification using Pseudo-2D-HMM," Proc. of ICPR' 2006, vol. 4, pp. 778-78, 2006.
4. X. Gibert, H. Li and D. Doermann, "Sport video Classification using HMMs," Proc. of ICME'03, 2003.
5. L.Q. Xu and T. Li, "Video Classification Using Spatial-Temporal Feature and PCA," Proc. of ICME'03, 2003.
6. D.H. Wang, Q. Tain, S. Gao and W.K. Sung, "News Sport Video Shot Classification With Sport Play Field and Motion Features," Proc. of ICIP' 04, 2004.
7. J.Assfalg, M. Bertini, C. Colombo, and A.D. Bimbo, "Semantic Annotation of Sport Videos," IEEE Magazine on Multimedia '02, 2002.
8. N. Watcharapinchai, S. Aramvith, S. Siddhichai, S. Marukatat, "Sports Video Classification Techniques using Autocorrelogram, Principal Component Analysis, and Neural Network," IWAIT 2007, 2007
9. Y.F. Ma and H.J. Zhang "Motion Pattern Based Video Classification Using Support Vector Machines," Proc. of ISCAS'02, 2002.
10. P. Skulsujirapa, S. Aramvith, and S. Siddhichai, "Development of Digital Image Retrieval Techniques Using Autocorrelogram and Wavelet based texture," IEEE MWSCAS'04, 2004.
11. C.C. Chang and C.J. Lin, "LIBSVM: a library for support vector machines," http://csie.ntu.edu.tw/~cjlin/libsvm/, 2001.
12. Fast Artificial Neural Network Library, "Fast Artificial Neural Network Library(FANN).," http://leenissen.dk/fann/, 2007.