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The fast fixed-point algorithm for speckle reduction of polarimetric SAR image
Authors:Yusheng Fu  Xiaoning Chen  Yiming Pi  Yinming Hou
Affiliation:Dept of Electronic Engineering,UEST of China,Chengdu 610054,China
Abstract:In this letter, a simple and efficient method of image speckle reduction for polarimetric SAR is put forward. It is based on the fast fixed-point ICA (Independent Component Analysis) algorithm of orthogonal and symmetric matrix. Simulation experiment is carried out to separate speckle noise from the polarimetric SAR images, and it indicates that this algorithm has high convergency speed and stability, the image speckle noise is reduced effectively and the speckle index is low, and the image quality is improved obviously.
Keywords:SAR  Fast fixed-point  Independent Component Analysis (ICA)  Principal Component Analysis (PCA)  Kurtosis  Speckle
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