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Détection des régions de couleur de peau dans l'image

Abstract : In this paper, we propose a technique for detection and segmentation of skin color areas. This method is based on data mining and image analysis techniques for skin model definition. This model is able to classify skin-color and non skin color pixels using different color spaces. Our method is using data mining techniques in order to produce classification rules, followed by segmentation phase in coherent regions of skin using that rules for decision making. Experimental results on the representative database of images show effectiveness and high reliabilty of our approach
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Submitted on : Thursday, September 25, 2008 - 4:41:40 PM
Last modification on : Saturday, June 25, 2022 - 9:45:49 AM


  • HAL Id : hal-00324867, version 1


Mohamed Hammami, Youssef Chahir, Liming Chen, Djamel Zighed. Détection des régions de couleur de peau dans l'image. conférence "Extraction et gestion des connaissances" (EGC'03), Jan 2003, Lyon, France. pp.219-231. ⟨hal-00324867⟩



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