• DocumentCode
    2377492
  • Title

    Blind separation of reflections using the image mixtures ratio

  • Author

    Diamantaras, Konstantinos I. ; Papadimitriou, Theophilos

  • Author_Institution
    Dept. of Inf., TEI, Thessaloniki, Greece
  • Volume
    2
  • fYear
    2005
  • fDate
    11-14 Sept. 2005
  • Abstract
    A new method for the blind separation of linear image mixtures is presented in this paper. Such mixtures often occur, when, for example, we photograph a scene through a semireflecting medium (windshield or glass). The proposed method requires two mixtures of two scenes captured under different illumination conditions. We show that the boundary values of the ratio of the two mixtures can lead to an accurate estimation of the separation matrix. The technique is very simple, fast, and reliable, as it does not depend on iterative procedures. The method effectiveness is tested on both artificially mixed images and real images.
  • Keywords
    blind source separation; image processing; blind separation; image mixtures ratio; iterative procedures; reflections; Automotive components; Glass; Image processing; Independent component analysis; Informatics; Layout; Lighting; Photography; Reflection; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2005. ICIP 2005. IEEE International Conference on
  • Print_ISBN
    0-7803-9134-9
  • Type

    conf

  • DOI
    10.1109/ICIP.2005.1530235
  • Filename
    1530235