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OALib Journal期刊
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STUDY ON SPECKLE REDUCTION IN MULTI-LOOK POLARIMETRIC SAR IMAGE
多视极化SAR图象相干斑抑制的研究

Keywords: Polarimetric SAR,Multi-look processing,Multiplicative speckle model,Speckle reduction,Texture,Classification
极化合成孔径雷达
,多视处理,乘性相干斑模型,相干斑抑制,纹理,分类

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Abstract:

This paper studies on the speckle reduction in multi-look polarimetric SAR image. A novel method, named the multi-look polarimetric whitening filtering (MPWF) method, is presented, and is further extended to construct a fully polarimetric filter with multi-channel output. The paper also quantifies the amount of speckle reduction achievable by using the MPWF, and compares this method with the span, weighting and power equalization (PE) methods in theory. Experimental results with the NASA/JPL L-band 4-look polarimetric SAR data demonstrate the effectiveness and superiority of the MPWF, and show that the MPWF is of great advantage for enhancing SAR image classification.

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