干涉SAR图像的相干性估计

F. Gatelli, A. M. Guarnieri, C. Prati
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引用次数: 1

摘要

在SAR干涉测量中,通常的相干估计是一项耗时的工作,因为需要准确估计干涉条纹的局部频率。本文提出了一种快速生成相干图的算法,主要用于数据浏览。该估计方法基于相干SAR数据的散斑相似度,因此与条纹频率无关。与通常的估计相比,其优势体现在计算成本(最多降低100倍)、鲁棒性(所提出的估计器不受可能的局部频率估计误差的影响)和灵活性(估计器既可以应用于复杂图像,也可以应用于检测图像)方面。在平稳情况下,给出了频率无关估计量的统计性质。然后展示了一种预处理技术,可以减少由于非平稳性引起的退化。
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Coherence estimation of interferometric SAR images
Usual coherence estimation in SAR interferometry is a time consuming task since an accurate estimation of the local frequency of the interferometrie fringes is required. In this paper a fast algorithm for generating coherence maps, mainly intended to data browsing, is presented. The proposed estimator is based on the speckle similarity of coherent SAR data and is, thus, independent of the fringes frequency. Advantages with respect to the usual estimates are achieved in terms of computational costs (up to 100 times lower), robustness (the estimator presented is not affected by possible local frequency estimation errors) and flexibility (the estimator can be applied both to complex and to detected images). The statistical properties of the frequency independent estimator are given in the stationary case. A preprocessing technique that reduces the degradions due to non-stationarities is then shown.
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