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A Method Combining Multilook Processing and Non Linear Filter for Phase Noise Reduction in Interferometric SAR

机译:一种组合多层处理和非线性滤波器在干涉SAR中相位噪声降低的方法

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In this paper, a method combining mutilook processing and non linear filter for phase reduction in interferometric SAR(INSAR) is presented. Multilook processing is a common method to reduce the phase noise in INSAR and the quality of interferogram increases with the number of looks. But the improvement is not dramatic because multilook approach brings a loss of spatial resolution and the number of looks is restricted to the critical number which is proposed in this paper. Three nonlinear filters, which suppress phase noise effectively, are analyzed, including conditioned neighbor averaging, modified median filtering and modified mode filtering. Then a new practical method, which combines multilook average and non linear filter to reduce noise in the wrapped phase map, is presented to suppress the noise in INSAR and the experimental results by processing ERS-1/2 data are used to confirm that the method is more effective.
机译:本文介绍了一种组合互换和非线性滤波器在干涉式SAR(INSAR)中相加的非线性滤波器的方法。多卷处理是一种常见的方法,可以减少insar的相位噪声以及干扰图的质量随着外观的数量而增加。但是,改善不是戏剧性的,因为多卷方法带来了空间分辨率的损失,外观数量仅限于本文提出的临界数。分析了三种非线性滤波器,有效地抑制相位噪声,包括条件邻居平均,修改的中值滤波和修改模式滤波。然后,一种新的实用方法,它结合了多卷平均和非线性滤波器以减少包裹相位图中的噪声,以抑制insar中的噪声,通过处理ERS-1/2数据来抑制实验结果来确认该方法更有效。

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