Robust processing of SAR hologram data to mitigate impulse noise impairments

被引:0
作者
Kurekin, A [1 ]
Marshall, D [1 ]
Radford, D [1 ]
Lever, K [1 ]
Lukin, V [1 ]
机构
[1] Cardiff Univ, Cardiff CF24 0YF, Wales
来源
2005 7th International Conference on Information Fusion (FUSION), Vols 1 and 2 | 2005年
关键词
synthetic aperture radar; fusion; hologram; image synthesis; robust estimate;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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 synthesised 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.
引用
收藏
页码:538 / 545
页数:8
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