• DocumentCode
    398576
  • Title

    Nondiagonal color correction

  • Author

    Funt, Brian ; Jiang, Hao

  • Author_Institution
    Sch. of Comput. Sci., Simon Fraser Univ., Vancouver, BC, Canada
  • Volume
    1
  • fYear
    2003
  • fDate
    14-17 Sept. 2003
  • Abstract
    A new color correction method is introduced which predicts how changing the color of the scene illuminant will affect a camera´s RGB response. Like diagonal transformation color correction methods, the new method requires only 3-parameters. It therefore requires only the RGB color of the two illuminants be known. The method models the 9-parameters of a 3-by-3 linear transformation using a 3-dimensional linear model composed of 3 basis transformations. Experiments show that the method works better than the standard diagonal model unless the camera sensors are very sharply peaked, in which case the performance is essentially unchanged.
  • Keywords
    cameras; image colour analysis; principal component analysis; 3-dimensional linear model; PCA; camera sensors; linear transformation; nondiagonal color correction; Color; Digital cameras; Digital images; Equations; Humans; Image sensors; Layout; Lighting; Principal component analysis; Transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-7750-8
  • Type

    conf

  • DOI
    10.1109/ICIP.2003.1247003
  • Filename
    1247003