• DocumentCode
    2479449
  • Title

    Diffusion-Based Face Selective Smoothing in DCT Domain to Illumination Invariant Face Recognition

  • Author

    Ezoji, Mehdi ; Faez, Karim

  • Author_Institution
    Electr. Eng. Dept., Amirkabir Univ. of Technol., Tehran, Iran
  • fYear
    2010
  • fDate
    23-26 Aug. 2010
  • Firstpage
    1164
  • Lastpage
    1167
  • Abstract
    In this paper, a diffusion-based iterative algorithm is proposed for illumination invariant face representation using image selective smoothing in DCT domain. In fact, we split the image I into three parts (R+w)+L of an illumination invariant component, an oscillating component and a smooth component. At each iteration, the influence of different frequency sub-bands of image is determined and the additive oscillating component is reduced. The experimental results confirmed that our approach provides a suitable representation for overcoming illumination variations.
  • Keywords
    face recognition; iterative methods; DCT domain; diffusion based face selective smoothing; illumination invariant face recognition; iterative algorithm; Databases; Discrete cosine transforms; Face; Face recognition; Lighting; Reflectivity; Silicon; DCT; diffusionbased smoothing; face recognition; illumination invariant;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition (ICPR), 2010 20th International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1051-4651
  • Print_ISBN
    978-1-4244-7542-1
  • Type

    conf

  • DOI
    10.1109/ICPR.2010.291
  • Filename
    5595885