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