• DocumentCode
    2919922
  • Title

    A shadow detection and removal algorithm for 2-D images

  • Author

    Scanlan, Joseph ; Chabries, Douglas ; Christiansen, Richard

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Brigham Young Univ., Provo, UT, USA
  • fYear
    1990
  • fDate
    3-6 Apr 1990
  • Firstpage
    2057
  • Abstract
    An algorithm that detects and removes background shadows from images in which the pattern set occupies the upper-most intensity range of the image and the image is background dominant outside the pattern set is presented. The algorithm will remove background shadows and preserve any remaining texture left behind by the shadow function. A mathematical model of the histogram modification function of the shadow-removal algorithm is developed. An analysis of the sequential nature of the algorithm is included along with simulated results to verify the mathematical model developed and to show the effectiveness of the algorithm in removing background pattern shadows
  • Keywords
    pattern recognition; picture processing; 2D images; histogram modification function; mathematical model; shadow detection; shadow-removal algorithm; Algorithm design and analysis; Analytical models; Attenuation; Dynamic range; Histograms; Image coding; Mathematical model; Noise generators; Pattern analysis; Pattern matching; Pixel; Reflectivity; Remote sensing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on
  • Conference_Location
    Albuquerque, NM
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.1990.115931
  • Filename
    115931