DocumentCode :
451029
Title :
Robust processing of SAR hologram data to mitigate impulse noise impairments
Author :
Kurekin, A. ; Marshall, D. ; Radford, D. ; Lever, Ken
Author_Institution :
Cardiff Univ., UK
Volume :
1
fYear :
2005
fDate :
25-28 July 2005
Abstract :
The standard linear algorithm for synthetic aperture radar (SAR) image synthesis consists of fusing the real and imaginary components of the hologram data, and applying a matched filter to the radar returns from each point to generate the SAR image. This algorithm becomes inefficient when the SAR hologram data are corrupted by impulse noise due to data transmission and coding/decoding errors. The degradation of synthesized SAR images in the presence of impulse noise in the hologram data is considered and new nonlinear algorithms based on robust estimation are proposed. Experimental results for measured SAR data are presented. It is shown that the proposed algorithms efficiently reject impulse noise and substantially improve SAR image quality.
Keywords :
holography; image coding; image denoising; impulse noise; interference suppression; matched filters; radar imaging; sensor fusion; synthetic aperture radar; SAR image synthesis; coding-decoding error; data transmission; hologram data fusion; impulse noise corruption; matched filter; nonlinear algorithm; standard linear algorithm; synthetic aperture radar; Azimuth; Image generation; Matched filters; Noise robustness; Optical noise; Radar antennas; Radar imaging; Signal processing algorithms; Signal synthesis; Synthetic aperture radar; Synthetic aperture radar; fusion; hologram; image synthesis; robust estimate;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Fusion, 2005 8th International Conference on
Print_ISBN :
0-7803-9286-8
Type :
conf
DOI :
10.1109/ICIF.2005.1591901
Filename :
1591901
Link To Document :
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