ADAPTIVE SKIN DETECTOR DEVELOPMENT

ADAPTIVE SKIN DETECTOR DEVELOPMENT

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. Qua...

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Veröffentlicht in:Nauchno-tekhnicheskiĭ vestnik informat͡s︡ionnykh tekhnologiĭ, mekhaniki i optiki mekhaniki i optiki, 2013-09, Vol.13 (5)
Hauptverfasser: Akhunzyanov, R, Tropchenko, A J
Format: Artikel
Sprache:rus
Schlagworte:
Color
Machine learning
Sensors
Skin
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Zusammenfassung: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.
ISSN:2226-1494
2500-0373