Title :
Effects of polarization on wide-angle SAR classification performance
Author :
Dungan, Kerry E. ; Potter, Lee C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Ohio State Univ., Columbus, OH, USA
Abstract :
Including polarization to circular synthetic aperture radar imagery increases the diversity of information as compared to non-polarized collections. The additional information improves classification performance in a civilian vehicle identification application. Effects of azimuth extent are also investigated. Radar imagery is represented as sets of attributed scattering centers, and vehicles are identified by a pyramid match hashing based, point pattern classifier. The experiments contrast classification performance in a variety of experiments with and without polarization.
Keywords :
image classification; pattern matching; polarisation; radar imaging; synthetic aperture radar; SAR imaging; civilian vehicle identification; point pattern classifier; polarization; pyramid match hashing; synthetic aperture radar; Azimuth; Radar imaging; Scattering; Synthetic aperture radar; Training; Vehicles;
Conference_Titel :
Aerospace and Electronics Conference (NAECON), Proceedings of the IEEE 2010 National
Conference_Location :
Fairborn, OH
Print_ISBN :
978-1-4244-6576-7
DOI :
10.1109/NAECON.2010.5712923