• DocumentCode
    2710947
  • Title

    Advanced Classification Using Genetic Algorithm and Image Segmentation for Improved FD

  • Author

    Venkatesan, S. ; Karnan, M.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Anna Univ. Coimbatore, Coimbatore, India
  • fYear
    2010
  • fDate
    7-10 May 2010
  • Firstpage
    364
  • Lastpage
    368
  • Abstract
    In certain applications face detection may require advance classification methods that would precisely identify the faces even if the face visibility measure is less. This paper proposes face detection based on usage of Genetic algorithm for advance classification of cases and objects of the input image. This paper suggests preliminary segmentation of images into regions that contain "Non-face" objects and "face" objects. This idea may greatly accelerate the efficiency of face detection.
  • Keywords
    face recognition; genetic algorithms; image classification; image segmentation; advance classification methods; face detection; genetic algorithm; image segmentation; Genetic algorithms; Image segmentation; Research and development; Face Detection; Genetic Algorithm; Image Preprocessing and enhancements; object and case classification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Research and Development, 2010 Second International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-0-7695-4043-6
  • Type

    conf

  • DOI
    10.1109/ICCRD.2010.96
  • Filename
    5489572