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