Detail Preserving Anosotropic Diffusion for Speckle Filtering (DPAD)

DPAD applies an anisotropic diffusion scheme to an image with multiplicative speckle
3.1K 次下载
更新时间 2012/5/29

查看许可证

DPAD implements two different anisitropic diffusion based schemes for speckle filtering:

-SRAD (Speckle Reducing AD)
-DPAD (detail Preserving AD)

Both methods are based on an anisotropic extension of Frost's and Kuan's LMMSE filters for multiplicative noise. The goodness of the filter is based on a proper estimation of the Coefficient of variation of noise.

The diffusion can also be done using an AOS operator that implements the semi-implicit scheme.

Methods in the paper explained in:

Yu Y, Acton ST. Speckle reducing anisotropic diffusion. IEEE Trans Image Process. 2002;11(11):1260-70.

S. Aja‐Fernandez, C. Alberola Lopez, On the Estimation of the Coefficient of Variation for Anisotropic Diffusion Speckle Filtering, IEEE Trans. Image Processing, Vol.15, no. 9, sept 2006.

Toolbox based on the SRADDIF toolbox implemented by Yu and Acton (Based on "Nonlinear Diffusion Toolbox" by Frederico D'AlmeidaFile ID: #3710)

引用格式

SANTIAGO AJA-FERNANDEZ (2024). Detail Preserving Anosotropic Diffusion for Speckle Filtering (DPAD) (https://www.mathworks.com/matlabcentral/fileexchange/36906-detail-preserving-anosotropic-diffusion-for-speckle-filtering-dpad), MATLAB Central File Exchange. 检索来源 .

MATLAB 版本兼容性
创建方式 R14
兼容任何版本
平台兼容性
Windows macOS Linux
类别
Help CenterMATLAB Answers 中查找有关 Ultrasound Imaging 的更多信息
致谢

参考作品: Nonlinear Diffusion Toolbox

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
版本 已发布 发行说明
1.0.0.0