Classification of Court Frame and Non-Court Frame for Tennis Video Based on Ontology

Article Preview

Abstract:

The paper proposes a method which can efficiently classify the court frame and non-court frame for tennis video. First, this paper extracts dominant color for each frame by calculating the histogram. And Then, constructs ontology by using protégé . In the end, uses swrl to construct inference rules which can classify the court frame and non-court frame. The experiment result proves that the method is executable.

You have full access to the following eBook

Info:

Periodical:

Pages:

1220-1225

Citation:

Online since:

September 2012

Export:

Share:

Citation:

[1] S. Choi,Y. Seo,H. Kim, et al. Where Are the Ball and Players Soccer Game Analysis with Color-based Tracking and Image Mosaic[C]/IEEE International Conference on Image Analysis and Processing. Florence: IEEE, 1997: 196–203.

DOI: 10.1007/3-540-63508-4_123

Google Scholar

[2] A. Ekin,A. Tekalp,R. Mehrotra. Automatic Soccer Video Analysis and Summarization[J]. IEEE Trans. on Imapge Processing, 2003, 12(7): 796–807.

DOI: 10.1109/tip.2003.812758

Google Scholar

[3] J. Hayet,J. Piater,J. Verly. Fast 2d Model-to-image Registration Using Vanish-ing Points for Sports Video Analysis[C]/IEEE International Conference on ImageProcessing. Genova: IEEE, 2005, 3: 417–420.

DOI: 10.1109/icip.2005.1530417

Google Scholar

[4] Zhang Yong, Lv Jun-bai. Ontology Modeling Research Based on Protege[M], Fu Jian Computer, 2011(1): 43-45.

Google Scholar

[5] Gao Mao-ting, Wang Zheng-ou. Ontology and Its Applications[M], Computer Applications, 2003(23): 31-33.

Google Scholar

[6] Lamberto Ballan. Marco Bertini, Alberto Del Bimbo. Giuseppe Seera. Semantic annotation of soccer videos by visual instance clustering and spatial/temporal reasoning in ontologies[J]. Multimed Tools Appl. 2010(48): 313-337.

DOI: 10.1007/s11042-009-0342-4

Google Scholar

[7] He Ke-qing. Ontology Modeling Theory and Method and Its Applications[M], Science Press. (2006).

Google Scholar

[8] Ji Zhao-hui, Li Cun-hua. Constructing and Strategy Analyzing of Rule System for the Semantic Web Based on SWRL and Jess[M], Journal of Huaihai Institute of Technology(Natural Science Edition), 2009, 18(4): 26-29.

Google Scholar