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Anisotropic Phase Unwrapping for Synthetic Aperture Radar Interferometry

机译:各向异性相位展开用于合成孔径雷达干涉测量

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This paper presents a new phase unwrapping method for synthetic aperture radar interferometry (InSAR). Compared with other phase observations, InSAR data are unique due to the foreshortening effect in SAR images. This effect makes the interferogram phase anisotropic, i.e., the statistics of phase gradients along the ground-range axis are different from those in the azimuth direction. Furthermore, the distribution of phase gradients in the ground-range direction is not symmetric. The proposed method targets the most likely unwrapped phase by considering the foreshortening effect in SAR observation, noise characteristics in InSAR phase data, and fractional Brownian surface as a suitable model for natural topography. Experiments with simulated terrains and real InSAR data show that the method gives comparable or better digital elevation model results than the other tested methods.
机译:本文提出了一种用于合成孔径雷达干涉测量(InSAR)的新相位展开方法。与其他相位观测相比,由于SAR图像中的缩短效应,InSAR数据是唯一的。这种影响使干涉图的相位各向异性,即沿地面范围轴的相位梯度统计量与方位角方向的统计量不同。此外,在地面范围方向上的相位梯度的分布是不对称的。通过考虑SAR观测的缩短效应,InSAR相位数据中的噪声特征以及分数布朗表面作为自然地形的合适模型,该方法针对最可能的展开相位。在模拟地形和真实InSAR数据上进行的实验表明,该方法提供的数字高程模型结果比其他测试方法可比或更好。

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