Very Fast Radial Profile

版本 1.0.1 (1.3 KB) 作者: Sergey Loginov
Radial profile of an image without a "for loop". At size 2048x1792 it works 50 times faster than prevalent "for loop" variants
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235.0 次下载
更新时间 2021/11/5

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Over the years there were several questions posted here at MathWorks about how to compute a radial profile (like average spectral density). The same answer was repeated every time: go in a for loop over all radii and average the data which lays in a circle. When dealing with an image of just 1024x1024 it starts to be faster to deconvolve an image than to compute a radial profile!
MatLab has a very fast own function accumarray which can do the trick with zero for loops. I have written a basic radial profiler which calls accumarray twice: first time to create radial ticks, and second time to create the average profile. In my application with 2048x1792 data I have ahieved 50x accelearation compared with the "for loop" approach.
If you need to speed-up this function even more, consider using bwdist instead of meshgrid.
This function can be further improved further in terms of accuracy of averaging by taking into account subpixel subtelties.

引用格式

Sergey Loginov (2025). Very Fast Radial Profile (https://www.mathworks.com/matlabcentral/fileexchange/101480-very-fast-radial-profile), MATLAB Central File Exchange. 检索时间: .

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版本 已发布 发行说明
1.0.1

typos in the summary
1.0.0