JOURNAL ARTICLE

A new technique for noise filtering of SAR interferometric phase images

Jong-Sen LeeKostas PapathanassiouThomas L. AinsworthM.R. GrunesAndreas Reigber

Year: 1998 Journal:   IEEE Transactions on Geoscience and Remote Sensing Vol: 36 (5)Pages: 1456-1465   Publisher: Institute of Electrical and Electronics Engineers

Abstract

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.

Keywords:
Synthetic aperture radar Computer science Phase noise Interferometry Noise (video) Radar imaging Filter (signal processing) Interferometric synthetic aperture radar Noise reduction Median filter Adaptive filter Algorithm Radar Remote sensing Computer vision Optics Physics Image processing Telecommunications Image (mathematics) Geology

Metrics

364
Cited By
6.98
FWCI (Field Weighted Citation Impact)
15
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Synthetic Aperture Radar (SAR) Applications and Techniques
Physical Sciences →  Engineering →  Aerospace Engineering
Advanced SAR Imaging Techniques
Physical Sciences →  Engineering →  Aerospace Engineering
Soil Moisture and Remote Sensing
Physical Sciences →  Environmental Science →  Environmental Engineering

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