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.
Effects of polarization on wide-angle SAR classification performance
01.07.2010
645951 byte
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
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