Cited By
View all- Niu ZGao XTian Q(2012)Tactic analysis based on real-world ball trajectory in soccer videoPattern Recognition10.1016/j.patcog.2011.10.02345:5(1937-1947)Online publication date: May-2012
Real-world trajectory extraction for attack pattern analysis in soccer video
Authors: 
Zhenxing Niu, Qi Tian, and Xinbo GaoAuthors Info & Claims
Zhenxing Niu, Qi Tian, and Xinbo GaoAuthors Info & ClaimsOctober 2010
Pages 635 - 638
Abstract
Most existing approaches on tactic analysis of soccer video are based on mosaic trajectory analysis, which loses much semantic information comparing to the real-world trajectory. Without effective extraction of real-world trajectory, the tactic of soccer cannot be properly represented and analyzed from the perspective of soccer professionals. In this paper, a real-world trajectory extraction method is proposed. Moreover, six attack patterns are defined to represent tactic of soccer, and a novel attack pattern recognition algorithm is developed based on the analysis of the ball's state and real-world trajectory. To our best knowledge, this is the first work of its kind that systematically analyzes tactic of soccer based on real-world trajectory for broadcast soccer video. Our experiments demonstrate that the defined attack pattern can be effectively recognized.
References
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G. Zhu, C. Xu, Q. Huang, Y. Rui, S. Jiang, W. Gao, and H. Yao, "Event tactic analysis based on broadcast sports video," IEEE Trans. Multimedia, vol. 11, pp. 49--67, 2009.
[2]
T. Mei and X. Hua, "Structure and event mining in sports video with efficient mosaic," Multimedia Tools and Applications (MTA), vol. 40, no. 1, pp. 89--110, 2008.
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X. Gao, Z. Niu, D. Tao, and X. Li. "Non-goal scene analysis for soccer video," Neurocomputing, 2010.
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S. Hirano and S. Tsumoto, "Finding interesting pass patterns from soccer game records," in Proc. Eur. Conf. Principles and Practice of Knowledge Discovery in Databases, vol. 3202, pp. 209--218, 2004.
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C. H. Kang, J. R. Hwang, and K. J. Li, "Trajectory analysis for soccer players," in Proc. Int. Conf. Data Mining Workshops, pp. 377--381, 2006.
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Index Terms
- Real-world trajectory extraction for attack pattern analysis in soccer video
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Published In
October 2010
1836 pages
ISBN:9781605589336
DOI:10.1145/1873951
- General Chairs:
- Alberto del Bimbo,
- Shih-Fu Chang,
- Program Chair:
- Arnold Smeulders
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Published: 25 October 2010
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View all- Niu ZGao XTian Q(2012)Tactic analysis based on real-world ball trajectory in soccer videoPattern Recognition10.1016/j.patcog.2011.10.02345:5(1937-1947)Online publication date: May-2012
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