A new technique for noise filtering of SAR interferometric phase images

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 th...

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Bibliographic Details
Published in:IEEE transactions on geoscience and remote sensing 1998-09, Vol.36 (5), p.1456-1465
Main Authors: Jong-Sen Lee, Papathanassiou, K.P., Ainsworth, T.L., Grunes, M.R., Reigber, A.
Format: Article
Language:English
Subjects:
Adaptive filters
Additive noise
Applied geophysics
Earth sciences
Earth, ocean, space
Exact sciences and technology
Filtering algorithms
Interferometry
Internal geophysics
L-band
Noise level
Noise reduction
Phase noise
Radar imaging
Synthetic aperture radar
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Summary: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.
ISSN:0196-2892
1558-0644
DOI:10.1109/36.718849