Temporal pattern recognition in video clips detection
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)Full text not available from this repository.
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:|| 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.  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
|School / Department / Research Groups:||School of Computing & Mathematical Sciences|
School of Computing & Mathematical Sciences > Computer & Computational Science Research Group
School of Computing & Mathematical Sciences > Department of Computer Science
|Last Modified:||26 Mar 2013 16:02|
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