• DocumentCode
    3515414
  • Title

    Separation of layers from images containing multiple reflections and transparency using cyclic permutation

  • Author

    Hara, Kenji ; Inoue, Kohei ; Urahama, Kiichi

  • Author_Institution
    Dept. of Visual Commun. Design, Kyushu Univ., Fukuoka
  • fYear
    2009
  • fDate
    19-24 April 2009
  • Firstpage
    1157
  • Lastpage
    1160
  • Abstract
    In the paper, we propose a new method for blind separation of an arbitrary number of images from a set of their linear mixtures with unknown coefficients. This approach is as follows. We first introduce a novel multiple correlation between one image and a set of multiple images. Then this multiple correlation leads us to provide a set of simultaneous linear equations for updating each mixture of images. Finally, source images are recovered by iterating between solving the sets of equations and cyclically permuting the mixtures of images. The technique can be applied for extracting multiple layers from images containing multiple reflections and transparency.
  • Keywords
    blind source separation; image reconstruction; iterative methods; blind separation; cyclic permutation; image layer separation; linear mixtures; multiple correlation; multiple reflections; simultaneous linear equations; Blind source separation; Equations; Image processing; Image reconstruction; Independent component analysis; Reflection; Signal processing; Source separation; Vectors; Visual communication; Image processing; Image reconstruction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
  • Conference_Location
    Taipei
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-2353-8
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2009.4959794
  • Filename
    4959794