• DocumentCode
    1742734
  • Title

    Dynamic shadow compensation of aerial images based on color and spatial analysis

  • Author

    Suzuki, Akira ; Shio, Akio ; Arai, Hiroyuki ; Ohtsuka, Sakuichi

  • Author_Institution
    NTT Cyber Space Labs., Japan
  • Volume
    1
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    317
  • Abstract
    This paper describes a method that can improve the visibility of features in shadowed regions in urban aerial images while retaining nonshadowed regions and the natural tint of shadowed regions automatically. The method first calculates the posteriori probabilities of each pixel belonging to shadowed class or nonshadowed class using color features from a low-frequency component image, and then compensates the intensity and saturation of each pixel in shadowed regions according to the posteriori probabilities. Experimental results indicate the effectiveness of proposed method
  • Keywords
    compensation; geography; image processing; remote sensing; a posteriori probabilities; aerial images; color analysis; color features; dynamic shadow compensation; intensity compensation; low-frequency component image; natural tint; nonshadowed regions; saturation compensation; shadowed regions; spatial analysis; urban aerial images; Ambient intelligence; Frequency conversion; Humans; Image analysis; Image color analysis; Image segmentation; Laboratories; Pixel; Probability; Vents;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2000. Proceedings. 15th International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-0750-6
  • Type

    conf

  • DOI
    10.1109/ICPR.2000.905339
  • Filename
    905339