3D convolution in the FFT domain

Achieve a 3D convolution in the fourrier domain.
1.3K 次下载
更新时间 2012/3/19

查看许可证

%% convolution3D_FFTdomain - Performs a fast 3D convolution between a volume and a kernel using mutliplication in the Fourrier space.
%
%Syntax: [outVol] = convolutionInFFTdomain(inVol,inKer)
% Inputs:
% inVol - input volume (real / complex)
% inKer - input kernel (real / complex)
% Outputs:
% outVol - output convolved volume (real / complex) - precision of the output format is the same as the input
% volume. The output volume is the central part of the convolution with same size as inVol.
% size(outVol)=size(inVol) ('same' option of convn).

It is a specialized version of http://www.mathworks.com/matlabcentral/fileexchange/24504 to 3D convolution between volume and kernel (small).
Gives faster results for small volumes (<128x128x128, kernel 20x20x20), and of coure much faster than convn (x300).

引用格式

Christopher Coello (2024). 3D convolution in the FFT domain (https://www.mathworks.com/matlabcentral/fileexchange/35613-3d-convolution-in-the-fft-domain), MATLAB Central File Exchange. 检索来源 .

MATLAB 版本兼容性
创建方式 R2011b
兼容任何版本
平台兼容性
Windows macOS Linux
类别
Help CenterMATLAB Answers 中查找有关 3-D Volumetric Image Processing 的更多信息

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
1.4.0.0

- Fix initialization bug

1.3.0.0

- Bug fixed (positivity of output, size)
- Works with complex

1.1.0.0

Screenshot uploaded

1.0.0.0