Temporal pattern recognition in video clips detection

Zheng, A., Ma, J., Luo, B., Petridis, M., 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
ID Code:9712
Deposited By:editor cmis
Deposited On:18 Jan 2012 10:28
Last Modified:24 Sep 2013 14:55

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