Objective Evaluation of Background Subtraction Algorithms for Soccer Video Analysis: An Experimental Comparative Study 


Vol. 42,  No. 1, pp. 42-45, Jan.  2017


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  Abstract

In this letter, we present an experimental comparative study of background subtraction algorithms for soccer video analysis. We investigated five different background subtraction algorithms under the same experimental setup. For the quantitative comparison, we employed the precision, recall, and F-measure. We believe that this comprehensive comparative study serves as a reference point and guide for developers and practitioners in choosing an appropriate background subtraction algorithm adopted for building intelligent soccer video analysis systems.

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  Cite this article

[IEEE Style]

C. Jung, "Objective Evaluation of Background Subtraction Algorithms for Soccer Video Analysis: An Experimental Comparative Study," The Journal of Korean Institute of Communications and Information Sciences, vol. 42, no. 1, pp. 42-45, 2017. DOI: .

[ACM Style]

Chanho Jung. 2017. Objective Evaluation of Background Subtraction Algorithms for Soccer Video Analysis: An Experimental Comparative Study. The Journal of Korean Institute of Communications and Information Sciences, 42, 1, (2017), 42-45. DOI: .

[KICS Style]

Chanho Jung, "Objective Evaluation of Background Subtraction Algorithms for Soccer Video Analysis: An Experimental Comparative Study," The Journal of Korean Institute of Communications and Information Sciences, vol. 42, no. 1, pp. 42-45, 1. 2017.

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pISSN : 1226 - 4717
eISSN : 2287 - 3880