NLM (non local means) denoising
Project description
napari-nlm
GPU accelerated non local means (NLM) denoising plugin for napari (WIP)
- currently only supports single-channel 2D or 3D images
- requires a OpenCL capable GPU
Installation
You can install napari-nlm via [pip]:
pip install napari-nlm
Usage
- Open example image
Open Sample > napari-nlm: noisy bricks - Adjust parameters
sigma: denoising strength (the larger sigma, the greater the smoothing)patch_radius: size of local patches, 2 or 3 is a good defaultsearch_radius: size of search area around each pixel to find similar patches, 7-11 is a good default
- Denoise by pressing
run
License
Distributed under the terms of the [BSD-3] license, "napari-nlm" is free and open source software
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