• DocumentCode
    3628650
  • Title

    Automatic face detection based on chrominance components analysis

  • Author

    M. Beniak;J. Pavlovicova;M. Oravec

  • Author_Institution
    Department of Telecommunications, Faculty of Electrical Engineering and Information Technology on Slovak Technical University, Ilkovicova 3, Bratislava, 812 19, Slovak Republic
  • fYear
    2008
  • Firstpage
    475
  • Lastpage
    478
  • Abstract
    This paper describes our approach to face localization task. In the first part we discus the way to find a suitable color model for automatic face segmentation and in next part, there is a practical application of the model in an algorithm which major use is in the videophone applications according to his simplicity and technical compatibility with videophone technology (YCbCr color space). This approach leads us through pixel classification based on chrominance components values of pixels, than we perform morphological operations, in next step we improve the results with help of chrominance parameter of pixels. Using morphological operations we enhance the accuracy of the results and in last step algorithm gives us a map of the region in which face is located.
  • Keywords
    "Image color analysis","Pixel","Face","Skin","Classification algorithms","Chromium","Histograms"
  • Publisher
    ieee
  • Conference_Titel
    Systems, Signals and Image Processing, 2008. IWSSIP 2008. 15th International Conference on
  • ISSN
    2157-8672
  • Print_ISBN
    978-80-227-2856-0
  • Electronic_ISBN
    2157-8702
  • Type

    conf

  • DOI
    10.1109/IWSSIP.2008.4604469
  • Filename
    4604469