DocumentCode
3112003
Title
The stability of polarimetric features for target classification from SAR imagery
Author
Bennett, A.J. ; Currie, A.
Author_Institution
QinetiQ Ltd., Malvern, UK
fYear
2002
fDate
15-17 Oct. 2002
Firstpage
395
Lastpage
399
Abstract
This study investigates the information content of polarimetric SAR imagery for use within automatic target detection and classification algorithms. Key questions such as the stability of polarimetric information and its relationship with image resolution are addressed. Using relatively simple polarimetric features, such as the percentage of pure odd and even bounce scattering events, we show how it is possible to identify the differences between two classes of military vehicle. The use of the radial power spectral density is proposed as a measure of the spatial distribution of these odd and even bounce scattering events, again enabling the two classes to be distinguished.
Keywords
image classification; image resolution; military radar; radar imaging; radar polarimetry; radar target recognition; synthetic aperture radar; automatic target classification; automatic target detection; image resolution; military vehicle; odd and even bounce scattering events; polarimetric SAR imagery; radial power spectral density; scattering events; spatial distribution; Classification algorithms; Covariance matrix; Image resolution; Matrix decomposition; Object detection; Polarization; Radar scattering; Spaceborne radar; Stability; Vehicles;
fLanguage
English
Publisher
iet
Conference_Titel
RADAR 2002
Conference_Location
Edinburgh, UK
ISSN
0537-9989
Print_ISBN
0-85296-750-0
Type
conf
DOI
10.1109/RADAR.2002.1174729
Filename
1174729
Link To Document