• DocumentCode
    1715735
  • Title

    Illumination compensation method for face image based on improved gamma correction

  • Author

    Lv Zhuowen ; Wang Kejun ; Zou Guofeng ; Yuan Lei

  • Author_Institution
    Coll. of Autom., Harbin Eng. Univ., Harbin, China
  • fYear
    2013
  • Firstpage
    3733
  • Lastpage
    3737
  • Abstract
    In order to reduce the influence of illumination variation on the result of face detection and recognition, it is necessary to compensate illumination of face images. In this paper, Gamma correction method was applied to compensate illumination. What´s more, Gamma curve was improved through constructing nonlinear function, which made the adaptive ability of the Gamma correction better in the illumination compensation. The experimental results show that the proposed method can improve face images quality in uneven illumination conditions and reduce the distortion of images.
  • Keywords
    face recognition; gamma distribution; face detection; face image quality; face recognition; gamma correction; gamma curve; illumination compensation; illumination variation; image distortion; nonlinear function; Abstracts; Automation; Educational institutions; Electronic mail; Face; Image enhancement; Lighting; Gamma correction; Gamma curve; face image; illumination compensation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2013 32nd Chinese
  • Conference_Location
    Xi´an
  • Type

    conf

  • Filename
    6640069