Title :
H/α polarimetric features for man-made target classification
Author :
Berizzi, F. ; Martorella, M. ; Capria, A. ; Paladini, R. ; Calugi, D.
Author_Institution :
Dept. of Inf. Eng., Univ. of Pisa, Pisa
Abstract :
Entropy (H)/ Alpha (alpha)/ Anisotropy (A) polarimetric features are largely employed in polarimetric SAR for supervised and/or unsupervised land classification. Can these features be exploited for classifying man-made targets? This paper answers this question by proposing: 1) A technique for extracting H/alpha/A parameters from High Resolution Range Profiles (HRRP) of the target 2) A MAP classifier based on such parameters 3) A performance analysis of such classifier based on simulated polarimetric radar data of ships.
Keywords :
radar polarimetry; synthetic aperture radar; SAR; high resolution range profiles; man-made target classification; polarimetric features; radar; synthetic aperture radar; Anisotropic magnetoresistance; Data mining; Entropy; Marine vehicles; Polarization; Radar imaging; Radar polarimetry; Radar scattering; Radar theory; Synthetic aperture radar; Automatic Target Classification; Polarimetry; Radar;
Conference_Titel :
Radar Conference, 2008. RADAR '08. IEEE
Conference_Location :
Rome
Print_ISBN :
978-1-4244-1538-0
Electronic_ISBN :
1097-5659
DOI :
10.1109/RADAR.2008.4721003