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.
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