• DocumentCode
    2645099
  • Title

    Face Detection with Automatic White Balance for Digital Still Camera

  • Author

    Wang, Yuan-Kai ; Wang, Chin-Fa

  • Author_Institution
    Dept. of Electron. Eng., Fu Jen Univ., Taipei
  • fYear
    2008
  • fDate
    15-17 Aug. 2008
  • Firstpage
    173
  • Lastpage
    178
  • Abstract
    Automatic focusing is very important to high-quality image acquisition for digital still camera system. This paper will propose a new automatic focusing method using skin- color face detection to automatically determine focusing area. In order to overcome the influence of color temperature on the face detection method, this paper proposes a new automatic white balance method by learning color temperature curve with a statistical method. The method compensates color shifts of images by locating a set of compensation gains from the trained color temperature regression curve. A comparative setup of experiments is built to verify the effectiveness of the proposed method. Controlled experimental factors include light source, object distance and initial lens position. Modulation transfer function of images is applied to objectively evaluate the image quality before and after the new automatic focusing method. Experimental results show our method has high success rate of face localization, and effectively achieves automatic focusing.
  • Keywords
    cameras; face recognition; image colour analysis; object detection; optical transfer function; statistical analysis; automatic focusing; automatic white balance; color temperature curve; digital still camera; face localization; high-quality image acquisition; image quality; modulation transfer function; skin-color face detection; statistical method; Automatic control; Digital cameras; Face detection; Focusing; Lenses; Light sources; Lighting control; Statistical analysis; Temperature distribution; Transfer functions; Color constancy; Gaussian mixture model; auto-focus; color temperature;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Hiding and Multimedia Signal Processing, 2008. IIHMSP '08 International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-0-7695-3278-3
  • Type

    conf

  • DOI
    10.1109/IIH-MSP.2008.319
  • Filename
    4604033