• DocumentCode
    2494805
  • Title

    Face recognition based on fractal dimension

  • Author

    Zhao, Lihong ; Ma, Nan ; Xu, Xinhe

  • Author_Institution
    Inf. Sci. & Eng. Coll., Northeastern Univ., Shenyang
  • fYear
    2008
  • fDate
    25-27 June 2008
  • Firstpage
    6830
  • Lastpage
    6833
  • Abstract
    An approach for face recognition was proposed based on features called fractal dimension in this paper; it is an efficient representation of natural texture. A grayscale image can be divided into many non-overlapping blocks and the fractal dimension can be computed in every single block to keep better performance of representing subtle texture with fractal dimension when it was applied to present facial image. Experiments on ORL face database displayed promising results and they demonstrated that the size of block affect recognition rate.
  • Keywords
    face recognition; image texture; visual databases; ORL face database; block affect recognition rate; face recognition; fractal dimension; grayscale image; natural texture; Automation; Educational institutions; Face recognition; Fractals; Humans; Image coding; Information science; Intelligent control; Rough surfaces; Surface roughness; face recognition; fractal dimension;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-2113-8
  • Electronic_ISBN
    978-1-4244-2114-5
  • Type

    conf

  • DOI
    10.1109/WCICA.2008.4593969
  • Filename
    4593969