nonlocalMeansDenois​e

Version 1.1 (99.9 KB) by Yury
A 3D version of Matlab's imnlmfilt()
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Updated 27 May 2021
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nonlocalMeansDenoise

Extension of Christian Desrosiers's simple_nlm() (Date: 07-07-2015) to 3D images For details on the method see: A. Buades, B. Coll and J.M. Morel, "A non-local algorithm for image denoising"

This Matlab function denoises 2D and 3D images using the non-local means algorithm and corresponds to the denoise_nl_means() Scikit-image function in Python. When applied to large 3D images (> 100 x 100 x 100) it is recommended to use patch_rad = 1 and search_rad = 1 to avoid running out of memory and patience. It takes about 7 seconds to denoise 100 x 100 x 100 image and about 2 minutes to denoise 192 x 192 x 192 image on MacBook Pro 2017.

Cite As

Yury (2024). nonlocalMeansDenoise (https://github.com/caiuspetronius/nonlocalMeansDenoise/releases/tag/v1.1), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2021a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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Version Published Release Notes
1.1

See release notes for this release on GitHub: https://github.com/caiuspetronius/nonlocalMeansDenoise/releases/tag/v1.1
1.0

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.