Temporal pattern recognition in video clips detection

Zheng, A., Ma, J., Luo, B., Petridis, Miltiadis, Zhai, S. and Tang, J. (2009) Temporal pattern recognition in video clips detection In: 8th IEEE/ACIS International Conference on Computer and Information Science, Shanghai, 1-3 June, 2009.

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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: Contribution to conference proceedings in the public domain ( Full Paper)
Uncontrolled Keywords: algorithm; basketball zone-defense; temporal pattern recognition
Subjects: G000 Computing and Mathematical Sciences > G400 Computing
DOI (a stable link to the resource): 10.1109/ICIS.2009.144
Faculties: Faculty of Science and Engineering > School of Computing, Engineering and Mathematics > Computational Intelligence
Depositing User: editor cmis
Date Deposited: 18 Jan 2012 10:28
Last Modified: 01 Apr 2015 14:53
URI: http://eprints.brighton.ac.uk/id/eprint/9712

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