• DocumentCode
    3053470
  • Title

    Automatic detection of flooded areas on ENVISAT/ASAR images using an object-oriented classification technique and an active contour algorithm

  • Author

    Heremans, R. ; Willekens, A. ; Borghys, D. ; Verbeeck, B. ; Valckenborgh, J. ; Acheroy, M. ; Perneel, C.

  • Author_Institution
    Signal & Image Center, R. Mil. Acad., Brussels, Belgium
  • fYear
    2003
  • fDate
    20-22 Nov. 2003
  • Firstpage
    311
  • Lastpage
    316
  • Abstract
    Two techniques for extracting flooded areas out of radar-imagery in a time-efficient way are presented in this paper. The results of the object-oriented classification technique, based on the commercial eCognition software, and the active contour technique, are both obtained on 2 ENVISAT ASAR images; one recorded during a flood period in Flanders on 2 January 2003 and one during a non-flooded region on 26 June of the same year. In both techniques the net flooded result is based on the subtraction of the existing water bodies (i.e. lakes, rivers, canals, ...) obtained from the non-flooded reference image, from the image recorded during the flooded period.
  • Keywords
    floods; geophysical signal processing; geophysics computing; hydrological techniques; radar imaging; remote sensing by radar; spaceborne radar; AD 2003 01 02; AD 2003 06 26; ENVISAT/ASAR image; Flanders; active contour algorithm; automatic flooded area detection; canals; commercial eCognition software; lakes; nonflooded reference image; nonflooded region; object oriented classification; radar imagery; rivers; water bodies; Active contours; Floods; Image databases; Irrigation; Object oriented modeling; Rivers; Semiconductor device modeling; Spatial databases; Speckle; Wavelet coefficients;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Recent Advances in Space Technologies, 2003. RAST '03. International Conference on. Proceedings of
  • Conference_Location
    Istanbul, Turkey
  • Print_ISBN
    0-7803-8142-4
  • Type

    conf

  • DOI
    10.1109/RAST.2003.1303926
  • Filename
    1303926