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Modified polarimetric whitening filter for polarimetric SAR data

机译:极化SAR数据的改良极化白化滤波器

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To preserve the power information in the output of polarimetric whitening filter (PWF), a modified PWF is proposed for polarimetric synthetic aperture radar (PolSAR) imagery. Besides minimizing the standard deviation to mean ratio, the modified PWF also requires its output closest to the original polarimetric vector in a minimum mean-square error sense. This principle is consistent with that of the minimum mean-square error covariance shaping. A real PolSAR image derived by SIR-C is applied for the illustration. The experimental results demonstrate that the speckle reduction performance of PWF is enhanced by the proposed modification and the power information is well preserved in the output of the modified PWF.
机译:为了保留在极化白化滤波器(PWF)的输出中的电力信息,提出了一种改进的PWF,用于偏振合成孔径雷达(POLSAR)图像。除了最小化对平均比率的标准偏差之外,修改的PWF还要求其最接近原始偏振向量的输出在最小的平均误差误差。该原理与最小均方误差协方差整形一致。由SiR-C导出的真实Polsar图像被应用于插图。实验结果表明,通过所提出的修改,PWF的散斑减少性能得到增强,并且在改进的PWF的输出中保存了功率信息。

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