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OALib Journal期刊
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Speckle Reduction of Polarimetric SAR Image Based on ICA-SCS Algorithm
基于ICA-SCS算法的极化SAR图像相干斑抑制

Keywords: Polarimetric SAR,Independent Component Analysis (ICA),Sparse coding,Speckle
极化SAR
,独立分量分析,稀疏编码,相干斑

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Abstract:

In this paper, a novel method of sparse coding shrinkage based on independent component analysis is proposed to reduce speckle in polarimetric SAR Images. With soft-thresholding operator on polarimetric SAR image, this method reduces speckle effectively and preserves polarimetric properties. The experiment shows that the image edges are retained with the method and the speckle is removed effectively.

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