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    A new dynamic cellular learning automata-based skin detector

    , Article Multimedia Systems ; Volume 15, Issue 5 , 2009 , Pages 309-323 ; 09424962 (ISSN) Abin, A. A ; Fotouhi, M ; Kasaei, S ; Sharif University of Technology
    2009
    Abstract
    Skin detection is a difficult and primary task in many image processing applications. Because of the diversity of various image processing tasks, there exists no optimum method that can perform properly for all applications. In this paper, we have proposed a novel skin detection algorithm that combines color and texture information of skin with cellular learning automata to detect skin-like regions in color images. Skin color regions are first detected, by using a committee structure, from among several explicit boundary skin models. Detected skin-color regions are then fed to a texture analyzer which extracts texture features via their color statistical properties and maps them to a skin...