• DocumentCode
    3442454
  • Title

    Color calibration for a dermatological video camera system

  • Author

    Grana, C. ; Pellacani, G. ; Seidenari, S. ; Cucchiara, R.

  • Author_Institution
    Modena Univ., Italy
  • Volume
    3
  • fYear
    2004
  • fDate
    23-26 Aug. 2004
  • Firstpage
    798
  • Abstract
    In this work, we describe a technique to calibrate images for skin analysis in dermatology. Using a common reference we correct non-uniform illumination effects, give an estimation of the gamma correction and produce a XYZ conversion matrix. The final result is then reverted to a non standard RGB color space, built from the instrument images. In this way different instruments behave uniformly allowing colorimetric characterization, while improving the results of common algorithms. The proposed techniques should be the initial support for a distributed framework where dermatological images can be consistently compared.
  • Keywords
    calibration; estimation theory; image colour analysis; matrix algebra; medical image processing; skin; video signal processing; XYZ conversion matrix; color calibration; dermatological images; dermatological video camera system; gamma estimation; instrument images; nonstandard RGB color space; skin analysis; Calibration; Cameras; Degradation; Image analysis; Image color analysis; Image converters; Image segmentation; Instruments; Lighting; Skin;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-2128-2
  • Type

    conf

  • DOI
    10.1109/ICPR.2004.1334649
  • Filename
    1334649