An Adaptive Filtering Algorithm for SAR Images Based on Modulation Transform Function

被引:0
|
作者
Hu Qingwu [1 ]
Li Qingquan [1 ]
机构
[1] Wuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan, Peoples R China
来源
PROCEEDINGS OF INTERNATIONAL SYMPOSIUM ON IMAGE ANALYSIS & SIGNAL PROCESSING, 2009 | 2009年
关键词
speckle noise; modulation transfer function; filtering; edge curve; edge preservation index;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An adaptive filtering algorithm based on modulation transfer function to SAR images noise filtering is proposed. First, a MTF based filtering model for the SAR image is presented. MTF calculation algorithm for the SAR image is proposed based on the point spread function noise statistical properties and object gradient distribution. Second, the MTF based image filtering algorithm for SAR image is presented to achieve the adaptive filtering with different object distribution image. Finally, MTF based SAR image filtering experiments are designed for ERS-2 image. Comparing with the results of the Lee filtering, Frost filtering, Gamma filtering and Kuan filtering, the MTF SAR image filtering can obtain better effects.
引用
收藏
页码:50 / 54
页数:5
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