An improved technique of skin-color modelling for face detection in video is proposed. The skin-color is modelled as a combination of histogram based and data-mining based approaches. To solve a skin-color modelling problem in the presence of lighting variation, unconstrained environment, variation in races, resulting skin-color model is a product that minimizes registration errors and increases robustness and accuracy of the face detection in video system. The method improves applications performance on 7%, which is a significant advantage.


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    Titel :

    Face detection in video using combined data-mining and histogram based skin-color model


    Beteiligte:
    Tsishkou, D. (Autor:in) / Hammami, M. (Autor:in) / Liming Chen, (Autor:in)


    Erscheinungsdatum :

    01.01.2003


    Format / Umfang :

    292148 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



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