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
Link To Document :
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