• DocumentCode
    298017
  • Title

    Separating ice-water composites and computing floe size distributions

  • Author

    Soh, Leen-Kiat ; Haverkamp, Donna ; Tsatsoulis, Costas

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Kansas Univ., Lawrence, KS, USA
  • Volume
    3
  • fYear
    1996
  • fDate
    27-31 May 1996
  • Firstpage
    1532
  • Abstract
    Describes an image processing technique that separates ice-water composites and determines the floe size distribution and concentration from SAR polar imagery. At marginal ice zones (MIZs), ice dynamics are active, providing important information for climatic indications and polar navigation. Hence, the identification of the ice-water composites and floe size distribution in these areas is of importance to geophysicists and polar navigator. The authors have designed a multi-phase technique that combines Gaussian approximation, Laplacian measurement and structural modeling to obtain ice-water segmentation and floe extraction. With this technique they compute floe size distribution, ice-water composites, and coverage statistics. They have successfully tested their technique on a database of SAR MIZ imagery and established floe distribution and ice coverage maps for the corresponding areas
  • Keywords
    feature extraction; geophysical signal processing; image classification; image segmentation; oceanographic techniques; radar imaging; remote sensing by radar; sea ice; spaceborne radar; synthetic aperture radar; Gaussian approximation; Laplacian measurement; MIZ; SAR imaging; SAR polar imagery; feature extraction; ice coverage mapping; ice edge; ice floe size distribution; ice-water composite; image classification; image processing; image segmentation; marginal ice zones; measurement technique; multi-phase technique; ocean; radar remote sensing; sea ice; synthetic aperture radar; Distributed computing; Gaussian approximation; Geophysical measurements; Geophysics computing; Ice; Image processing; Image segmentation; Laplace equations; Navigation; Statistical distributions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 1996. IGARSS '96. 'Remote Sensing for a Sustainable Future.', International
  • Conference_Location
    Lincoln, NE
  • Print_ISBN
    0-7803-3068-4
  • Type

    conf

  • DOI
    10.1109/IGARSS.1996.516721
  • Filename
    516721