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一种新的自适应小波阈值SAR图像滤波算法

现代电子技术Issue(13):36-38,42,4.
现代电子技术Issue(13):36-38,42,4.

一种新的自适应小波阈值SAR图像滤波算法

New wavelet-based adaptive threshold filtering algorithm for SAR images

摘要

Abstract

An adaptive threshold estimation algorithm based on the generalized Gaussian distribution(GGD)model of wave⁃let coefficients for coherent speckle noise reduction in SAR images is proposed in this paper. Statistical distributiong properties of SAR image wavelet coefficients through logarithmic transformation are analyzed and then the new sub⁃band adaptive threshold estimation method is proposed. The method is applied to speckle noise reduction in SAR image by using logarithmic transforma⁃tion. Experiments on test and real SAR image demonstrate that the method is computationally more efficient,and displays better noise removal while protecting the detail features and the backscattering properties of SAR image.

关键词

SAR图像/斑点噪声/自适应滤波:小波变换

Key words

SAR image/speckle noise/adaptive filtering/wavelet transform

分类

信息技术与安全科学

引用本文复制引用

..一种新的自适应小波阈值SAR图像滤波算法[J].现代电子技术,2013,(13):36-38,42,4.

现代电子技术

OACSTPCD

1004-373X

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