Zheng, Aihua, Ma, Jixin, Luo, Bin, Petridis, Miltos, Zhai, Sulan and Tang, Jin (2009) Temporal pattern recognition in video clips detection. In: Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2009). Computer Society Press, Los Alamitos, CA, USA, pp. 416-421. ISBN 9780769536415 (doi:10.1109/ICIS.2009.144)

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Abstract

Temporal representation and reasoning plays an important role in Data Mining and Knowledge Discovery, particularly, in mining and recognizing patterns with rich temporal information. Based on a formal characterization of time-series and state-sequences, this paper presents the computational technique and algorithm for matching state-based temporal patterns. As a case study of real-life applications, zone-defense pattern recognition in basketball games is specially examined as an illustrating example. Experimental results demonstrate that it provides a formal and comprehensive temporal ontology for research and applications in video events detection.

Item Type:	Conference Proceedings
Title of Proceedings:	Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2009)
Additional Information:	[1] This paper was first presented at the 2009 Eighth IEEE/ACIS International Conference on Computer and Information Science (ICIS 2009), held from 1-3 June 2009, Shanghai, China. [2] The Conference was sponsored by the IEEE Computer Society and the International Association for Computer & Information Science (ACIS).
Uncontrolled Keywords:	algorithm, temporal pattern recognition, basketball zone-defense
Subjects:	G Geography. Anthropology. Recreation > GV Recreation Leisure Q Science > QA Mathematics
Pre-2014 Departments:	School of Computing & Mathematical Sciences School of Computing & Mathematical Sciences > Computer & Computational Science Research Group School of Computing & Mathematical Sciences > Department of Computer Science
Related URLs:	Publisher Organisation Organisation
Last Modified:	14 Oct 2016 09:05
URI:	http://gala.gre.ac.uk/id/eprint/1878

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