• DocumentCode
    388052
  • Title

    The modeling and segmentation of speckled images

  • Author

    Hartt, Keith D. ; Kelly, Patrick A. ; Derin, Haluk

  • Author_Institution
    University of Massachusetts, Amherst, Massachusetts
  • Volume
    12
  • fYear
    1987
  • fDate
    31868
  • Firstpage
    559
  • Lastpage
    562
  • Abstract
    The statistical properties of speckle are examined. A general joint probability description is derived; special cases of the formulation are then given in detail, including a local statistical description of speckle which goes beyond the marginal statistics. The statistical model developed for speckle is then used in developing a segmentation algorithm for speckled images. The model parameters necessary for the segmentation algorithm are estimated.
  • Keywords
    Frequency; Image segmentation; Lighting; Pixel; Probability; Radar imaging; Speckle; Statistical distributions; Statistics; Synthetic aperture radar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '87.
  • Type

    conf

  • DOI
    10.1109/ICASSP.1987.1169618
  • Filename
    1169618
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=388052