Title :
The stability of polarimetric features for target classification from SAR imagery
Author :
Bennett, A.J. ; Currie, A.
Author_Institution :
QinetiQ Ltd., Malvern, UK
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;
Conference_Titel :
RADAR 2002
Conference_Location :
Edinburgh, UK
Print_ISBN :
0-85296-750-0
DOI :
10.1109/RADAR.2002.1174729