Generalized playfield segmentation of sport videos using color features

Pattern Recognition Letters

Volumn 32, Issue 7, 2011, Pages 987-1000

  Hung, Mao Hsiung ^a   Hsieh, Chaur Heh ^b   Kuo, Chung Ming ^c   Pan, Jeng Shyang ^a  

^a NATIONAL KAOHSIUNG UNIVERSITY OF APPLIED SCIENCES   (Taiwan)

^b MING CHUAN UNIVERSITY   (Taiwan)

^c I SHOU UNIVERSITY   (Taiwan)

Author keywords

Generalized playfield segmentation; Sport video analysis; Unsupervised clustering

Indexed keywords

COLOR COMPONENT; COLOR FEATURES; DOMAIN KNOWLEDGE; GENERALIZED METHOD; GENERALIZED PLAYFIELD SEGMENTATION; HILL CLIMBING; IMAGE FRAMES; LARGE REGIONS; NOVEL ALGORITHM; PROBABILITY DENSITY FUNCTION (PDF); SEGMENTATION RESULTS; SMALL REGION; SPORT VIDEO; UNSUPERVISED CLUSTERING;

ALGORITHMS; COLOR;

PROBABILITY DENSITY FUNCTION;

EID: 79952100398     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2011.01.022     Document Type: Article

References (26)

1. M. Barnard, and J.-M. Odobez Robust playfield segmentation using MAP adaptation Internat. Conf. Pattern Recognit. 3 2004 610 613
2. D. Comaniciu, and P. Meer Mean shift: a robust approach toward feature space analysis IEEE Trans. Pattern Anal. Machine Intell. 24 5 2002 603 619 (Pubitemid 34550429)
3. L.-Y. Duan, M. Xu, Q. Tian, C. Xu, and J.S. Jin A unified framework for semantic shot classification in sport video IEEE Trans. Multimedia 7 6 2005 1066 1083 (Pubitemid 41789119)
4. A. Ekin, A.M. Tekalp, and R. Mehrotra Automatic soccer video analysis and summarization IEEE Trans. Image Process. 12 7 2003 796 807
5. Feldman, B.; 2006. Mean-Shift Clustering. http://www.mathworks.com/ matlabcentral/fileexchange/10161-mean-shift-clustering.
6. R.C. Gonzalez, and R.E. Woods Digital Image Processing second ed. 2002 Prentice-Hall NJ
7. J. Han, D. Farin, and P.H.N. de With Broadcast court-net sports video analysis using fast 3-D camera modeling IEEE Trans. Circuits Systems Video Technol. 18 11 2008 1628 1638
8. F.J. Harris On the use of windows for harmonic analysis with the discrete Fourier transform Proc. IEEE 66 1 1978 51 83 (Pubitemid 8338069)
9. A. Hoover, G. Jean-Baptiste, X. Jiang, P.J. Flynn, H. Bunke, D.B. Goldgof, K. Bowyer, D.W. Eggert, A. Fitzgibbon, and R.B. Fisher An experimental comparison of range image segmentation algorithms IEEE Trans. Pattern Anal. Mach. Intell. 18 7 1996 1 17
10. M.-H. Hung, and C.-H. Hsieh Event detection of broadcast baseball videos IEEE Trans. Circuits Systems Video Technol. 18 2 2008 1713 1726
11. Jiang, S.; Ye, Q.; Gao, W.; Huang, T.; 2004. A new method to segment playfield and its applications in match analysis in sports video. In: 12th Annual ACM International Conference on Multimedia, pp. 292-295. (Pubitemid 40211766)
12. Kuo, C.-M.; Hung, M.-H.; Hsieh, C.-H.; 2008. Baseball Playfield Segmentation Using Adaptive Gaussian Mixture Models. In: ICICIC'08, pp. 360-363.
13. Y. Liu, S. Jiang, Q. Ye, W. Gao, and Q. Huang Playfield detection using adaptive GMM and its application IEEE Internat. Conf. Acoust Speech Signal Process. 2 2005 421 424
14. I. Nabney Netlab: Algorithms for Pattern Recognition 2001 Springer
15. T. Ohashi, Z. Aghbari, and A. Makinouchi Fast segmentation of texture image region based on hill-climbing IEEE Pacific Rim Conf. Comm. Comput. Signal Process. 2 2003 848 851
16. V. Pallavi, J. Mukherjee, A.K. Majumdar, and S. Shamik Graph-based multiplayer detection and tracking in broadcast soccer videos IEEE Trans. Multimedia 10 5 2008 794 805
17. E.J. Pauwels, and G. Frederix Finding salient regions in images: nonparametric clustering for image segmentation and grouping Comput. Vis. Image Underst. 75 1999 73 85
18. K.N. Plataniotis, and A.N. Venetsanopoulos Color Image Processing and Applications 2000 Springer-Verlag Berlin
19. S. Russell, and P. Norvig Artificial Intelligence: A Modern Approach second ed. 2003 Prentice Hall NJ
20. H.-C. Shih, and C.-L. Huang MSN: statistical understanding of broadcasted baseball video using multi-level semantic network IEEE Trans. Broadcasting 51 2005 449 459 (Pubitemid 41788520)
21. L. Wang, B. Zeng, S. Lin, G. Xu, and H.-Y. Shum Automatic extraction of semantic colors in sports video IEEE Internat. Conf. Acoust. Speech Signal Process. 3 2004 617 620
22. L. Xie, P. Xu, S.-F. Chang, A. Divakaran, and H. Sun Structure analysis of soccer video with domain knowledge and hidden markov models Pattern Recognit. Lett. 25 7 2004 767 775 (Pubitemid 38550281)
23. B. Yang, L.-F. Sun, F. Wang, P. Wang, and S.-Q. Yang Mid-level descriptors extraction of soccer video with domain knowledge IEEE Internat. Conf. Syst. Man Cybernet. 6 2006 4937 4941
24. X.-G. Yu, H.W. Leong, C.-S. Xu, and Q. Tian Trajectory-based ball detection and tracking in broadcast soccer video IEEE Trans. Multimedia 8 6 2006 1164 1178 (Pubitemid 44955682)
25. D. Zhang, and S.-F. Chang Real-time view recognition and event detection for sports video J. Vis. Commun. Image Represent. 15 3 2004 330 347
26. Y.J. Zhang A survey on evaluation methods for image segmentation Pattern Recognit. 29 8 1996 1335 1346 (Pubitemid 126405520)