SAR interferometry: a "Quick and dirty" coherence estimator for data browsing
- 1 May 1997
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Geoscience and Remote Sensing
- Vol. 35 (3) , 660-669
- https://doi.org/10.1109/36.581984
Abstract
Usual coherence estimation in SAR interferometry is a time consuming task since an accurate estimation of the local frequency of the interferometric fringes is required. This paper presents a fast algorithm for generating coherence maps, mainly intended for data browsing. The proposed estimator is based on the speckle similarity of coherent SAR data, and is thus independent of fringe frequency. The following advantages, with respect to the usual estimates, are achieved: (a) The estimator is more than 100 times faster, achieved at the cost of a reduced statistical confidence. (b) The estimator is not affected by possible local frequency estimation errors. (c) The estimator can be directly applied to single look detected images. The theoretical derivation of the statistical properties of the frequency independent estimator is carried out in the stationary case. The nonstationary case is then analyzed on real ERS SAR imageKeywords
This publication has 10 references indexed in Scilit:
- Statistics of the Stokes parameters and of the complex coherence parameters in one-look and multilook speckle fieldsIEEE Transactions on Geoscience and Remote Sensing, 1996
- 2-D phase unwrapping and instantaneous frequency estimationIEEE Transactions on Geoscience and Remote Sensing, 1995
- Repeat-pass SAR interferometry over forested terrainIEEE Transactions on Geoscience and Remote Sensing, 1995
- Phase statistics of interferograms with applications to synthetic aperture radarApplied Optics, 1994
- The wavenumber shift in SAR interferometryIEEE Transactions on Geoscience and Remote Sensing, 1994
- Change detection techniques for ERS-1 SAR dataIEEE Transactions on Geoscience and Remote Sensing, 1993
- Theory and design of interferometric synthetic aperture radarsIEE Proceedings F Radar and Signal Processing, 1992
- Decorrelation in interferometric radar echoesIEEE Transactions on Geoscience and Remote Sensing, 1992
- Limits to the resolution of elevation maps from stereo SAR imagesInternational Journal of Remote Sensing, 1990
- Statistical Analysis Based on a Certain Multivariate Complex Gaussian Distribution (An Introduction)The Annals of Mathematical Statistics, 1963