A new technique for noise filtering of SAR interferometric phase images

被引:312
作者
Lee, JS [1 ]
Papathanassiou, KP
Ainsworth, TL
Grunes, MR
Reigber, A
机构
[1] USN, Res Lab, Remote Sensing Div, Washington, DC 20375 USA
[2] DLR, German Aerosp Res Ctr, D-82234 Oberpfaffenhofen, Germany
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 1998年 / 36卷 / 05期
关键词
interferometric synthetic aperture radar (IFSAR); phase noise filtering; phase noise modeling; phase unwrapping;
D O I
10.1109/36.718849
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
This paper addresses the noise filtering problem for synthetic aperture radar (SAR) interferometric phase images. The phase noise is characterized by an additive noise model. The model is verified with an L-band shuttle imaging radar (SIR)-C interferogram. An adaptive filtering algorithm based on this noise model is developed. It emphasizes filtering noise adaptively according to the local noise level and filtering along fringes using directionally dependent windows. This algorithm is effective, especially for the tightly packed fringes of X-band interferometry. Using simulated and SIR-C/X-SAR repeat-pass generated interferograms, the effectiveness of this filter is demonstrated by its capabilities in residue reduction, adaptive noise filtering, and its ability to filter areas with high fringe rates. In addition, a scheme of incorporating this filtering algorithm in iterative phase unwrapping using a least-squares method is proposed.
引用
收藏
页码:1456 / 1465
页数:10
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