Title :
Blind polarimetric equalization of UWB SAR imagery
Author :
Showman, Gregory A. ; McClellan, James H.
Author_Institution :
Center for Signal & Image Processing, Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Polarimetric synthetic aperture radar (SAR) imagery is susceptible to degradation due to non-ideal responses in antennas and other hardware. While a number of polarimetric calibration procedures have been developed to compensate for these effects, most are limited to narrowband SAR systems. The few that are applicable to ultrawideband (UWB) SAR suffer from a dependence on high-quality antenna measurements or detailed electromagnetic scattering models of test targets. Here a blind polarimetric equalization (BPE) technique is developed that uses second-order statistics from clutter or targets of opportunity to estimate the SAR system response. These estimates are then used to remove crosstalk contamination and imbalances between polarimetric images. The novel frequency domain implementation makes BPE suitable for ultrawideband SAR systems. BPE is an image post-processing procedure that does not require changes to radar hardware, antenna measurements, or target predictions
Keywords :
crosstalk; parameter estimation; radar clutter; radar imaging; radar polarimetry; statistical analysis; synthetic aperture radar; SAR system response; UWB SAR imagery; blind polarimetric equalization; clutter; crosstalk contamination; crosstalk estimation; frequency domain implementation; image post-processing procedure; parameter estimation; polarimetric synthetic aperture radar; second-order statistics; ultrawideband radar; Antenna measurements; Aperture antennas; Blind equalizers; Degradation; Hardware; Polarimetric synthetic aperture radar; Pollution measurement; Radar antennas; Synthetic aperture radar; Ultra wideband technology;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.901048