We propose in this paper a model based technique for the detection of human faces from rich still color images. Traditionally, color images are represented in the RGB color space. RGB space, however, is not only a 3-dimensional space but also includes brightness or luminance which is not a reliable criterion for skin separation. To avoid the effect of luminance, we propose to work in the chromatic or pure color space. Using such space, a Gaussian model for the skin color pixels is developed and a skin likelihood image is obtained. Such image is then transformed into a binary image using adaptive thresholding. Finally, bright regions satisfying certain "facial" properties are obtained followed by a template matching stage. The method presented here is shown to provide robust detection under different environments and found to achieve very satisfactory results when compared to traditional "mug shot" based approaches.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Robust human face detection in complex color images


    Beteiligte:
    Naseem, I. (Autor:in) / Deriche, M. (Autor:in)


    Erscheinungsdatum :

    01.01.2005


    Format / Umfang :

    333202 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Robust Human Face Detection in Complex Color Images

    Naseem, I. / Derche, M. | British Library Conference Proceedings | 2005


    Face Detection in Color Images Using Principal Components Analysis

    Menser, B. / Muller, F. / Institution of Electrical Engineers et al. | British Library Conference Proceedings | 1999


    Fast hierarchical knowledge-based approach for human face detection in color images [4550-27]

    Jiang, J. / Gong, J. / Zhang, G. et al. | British Library Conference Proceedings | 2001


    Color Sensations in Complex Images

    McCann, J. J. / Society for Information Display / Society for Imaging Science and Technology | British Library Conference Proceedings | 1993


    Fiducial point localization in color images of face foregrounds

    Campadelli, P. / Lanzarotti, R. | British Library Online Contents | 2004