DocumentCode :
1456652
Title :
The modified beta density function as a model for synthetic aperture radar clutter statistics
Author :
Maffett, Andrew L. ; Wackerman, Christopher C.
Author_Institution :
Environ. Res. Inst. of Michigan, Ann Arbor, MI, USA
Volume :
29
Issue :
2
fYear :
1991
fDate :
3/1/1991 12:00:00 AM
Firstpage :
277
Lastpage :
283
Abstract :
The authors show that the modified beta distribution function is an adequate model for the underlying distribution function of the random variable used to model synthetic-aperture radar (SAR) image data. The model represents a range of SAR returns from different sea ice types by using a simple change in its parameter. The ability is explained by describing the distribution functions in, width. modified skewness space where the modified beta function covers a region while the other, more common, distribution functions cover only a curve. A procedure for comparing simple distribution functions with analytical functions specifically for digitized SAR data is presented
Keywords :
oceanographic techniques; remote sensing by radar; sea ice; SAR; image data; measurement; model; modified beta density function; modified beta distribution function; ocean; remote sensing; sea ice; synthetic aperture radar clutter statistics; technique; Classification algorithms; Clutter; Density functional theory; Distribution functions; Ice; Large-scale systems; Random processes; Statistical distributions; Statistics; Synthetic aperture radar;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/36.73669
Filename :
73669
Link To Document :
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