ADAPTIVE SKIN DETECTOR DEVELOPMENT

Rasim Akhunzyanov, Tropchenko Alexander Juvenalievich

2013 , VOLUME 13, NUMBER 5 ( SEPTEMBER-OCTOBER )

ISSN 2226-1494 (print), ISSN 2500-0373 (online)

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Editor-in-Chief

Nikiforov
Vladimir O.
D.Sc., Prof.

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ADAPTIVE SKIN DETECTOR DEVELOPMENT

R. Akhunzyanov, A. J. Tropchenko

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Abstract

The article deals with a novel method for detection of image patches on the video sequences with a color close to the human skin color. The method is based on non-parametric skin detector and motion detector. A naïve Bayesian classifier with incremental learning is used for color classification. Quality estimation of the detector operation is done. Experimental results show the efficiency of the proposed method.

Keywords: skin detection, color segmentation, naïve Bayesian classifier

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