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经验模态分解技术在SAR干涉图滤波中的应用
引用本文:岳焕印,郭华东,韩春明,李新武,王长林,范典.经验模态分解技术在SAR干涉图滤波中的应用[J].高技术通讯,2001,11(12):37-40.
作者姓名:岳焕印  郭华东  韩春明  李新武  王长林  范典
作者单位:中国科学院遥感应用研究所
基金项目:86 3计划 ( 86 3 30 8 18 0 4( 1) ),国家自然科学基金 ( 4 99890 0 1)资助项目欧洲空间局环境卫星项目AO ID .711
摘    要:提出了一种基于经验模态分解技术的滤波算法。该算法可以把原始数据分解成不同尺度的信息,从初始于涉图上减去与斑点噪声所对应尺度的信息,就可以达到斑点噪声抑制的目的。与另外两种滤波算法进行比较的结果表明,该算法不仅能有效地去除斑点噪声,并且能很好地保持相位的细节信息和条纹的边缘信息,保持相位的纯洁性,而且大比例地减少了残余点的数量,更有利于相位解缠。

关 键 词:经验模态分解  干涉图  斑点噪声  滤波  SAR  合成孔径雷达

A SAR Interferogram Filter Based on the Empirical Mode Decomposition Method
Yue Huanyin,Guo Huadong,Han Chunming,Li Xinwu,Wang Changlin,Fan Dian.A SAR Interferogram Filter Based on the Empirical Mode Decomposition Method[J].High Technology Letters,2001,11(12):37-40.
Authors:Yue Huanyin  Guo Huadong  Han Chunming  Li Xinwu  Wang Changlin  Fan Dian
Abstract:A filter for suppressing speckle in SAR interferogram is proposed. The filter is based on the empirical mode decomposition (EMD) method which can separate the information to parts with different scale, when the part related to the speckle is subtracted from the original interferogram, the speckle noise is reduced. The result is compared with that of two other methods and shows that EMD method is powerful to interferogram speckle noise reduction, as well as it can preserve fine details in the interferogram that are directly related to the ground topography and maintain phase values distribution.
Keywords:Empirical mode decomposition  Interferogram  Speckle noise  Filtering
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