• DocumentCode
    1027557
  • Title

    Use of the Dempster-Shafer algorithm for the detection of SAR ship wakes

  • Author

    Rey, M. ; Tunaley, J.K.E. ; Sibbald, T.

  • Author_Institution
    Defence Res. Establ., Ottawa, Ont., Canada
  • Volume
    31
  • Issue
    5
  • fYear
    1993
  • fDate
    9/1/1993 12:00:00 AM
  • Firstpage
    1114
  • Lastpage
    1118
  • Abstract
    An automatic detection algorithm (ADA) for synthetic aperture radar (SAR) ship wakes, based upon the Dempster-Shafer algorithm, is described and applied to a large set of SEASAT wake imagery. The SEASAT images were chosen specifically to test the limitations of the ADA. Images exhibiting multiple SAR ship wakes, short or faint wake features, striated ocean backgrounds, or the presence of other naturally occurring linear ocean features, constituted the majority of images. The ADA correctly classified the majority of the images, with misclassifications linked largely to very short or faint linear features. The ADA performed very well in striated ocean regions and in areas where the wake features were competing with naturally occurring linear ocean structure
  • Keywords
    remote sensing by radar; synthetic aperture radar; wakes; Dempster-Shafer algorithm; SAR ship wakes; SEASAT wake imagery; automatic detection algorithm; linear ocean features; misclassifications; striated ocean background; synthetic aperture radar; Detection algorithms; Layout; Marine vehicles; Oceans; Radar detection; Radar imaging; Shape measurement; Synthetic aperture radar; Testing; Wiener filter;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/36.263786
  • Filename
    263786