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BrainGlobe Registration

brainglobe-registration

A napari plugin for registration to a BrainGlobe atlas.

    License BSD-3 PyPI Python Version tests codecov napari hub

    Registration to a BrainGlobe atlas using Elastix


    [!WARNING] This tool is in very early development. The interface may change and some features are not yet available.

    A napari plugin for registering images to a BrainGlobe atlas.

    brainglobe-registration

    Usage

    1. Open napari.
    2. Install the plugin.
    3. Open the widget by selecting Plugins > BrainGlobe Registration in the napari menu bar near the top left of the window. brainglobe-registration-plugin The BrainGlobe Registration plugin will appear on the right hand side of the napari window.
    4. Open the image you want to register in napari (a sample 2D image can be found by selecting File > Open Sample > Sample Brain Slice).
    5. Select the atlas you want to register to from the dropdown menu. brainglobe-registration-atlas-selection The atlas will appear in the napari viewer. Select the approximate Z slice of the atlas that you want to register to, using the slider at the bottom of the napari viewer. brainglobe-registration-atlas-selection
    6. Adjust the sample image to roughly match the atlas image. You can do this by adjusting X and Y translation as well as rotating around the centre of the image. You can overlay the two images by toggling Grid mode in the napari viewer (Ctrl+G). You can then adjust the color map and opacity of the atlas image to make manual alignment easier. brainglobe-registration-overlay The sample image can be reset to its original position and orientation by clicking Reset Image in the BrainGlobe Registration plugin window.
    7. Select the transformations you want to use from the dropdown menu. Set the transformation type to empty to remove a step. Select from one of the three provided default parameter sets (elastix, ARA, or IBL). Customise the parameters further in the Parameters tab.
    8. Click Run to register the image. The registered image will appear in the napari viewer. brainglobe-registration-registered brainglobe-registration-registered

    Installation

    We strongly recommend to use a virtual environment manager (like conda or venv). The installation instructions below will not specify the Qt backend for napari, and you will therefore need to install that separately. Please see the napari installation instructions for further advice on this.

    You can install brainglobe-registration via pip:

    pip install brainglobe-registration

    or via napari.

    To install the latest development version :

    pip install git+https://github.com/brainglobe/brainglobe-registration.git

    License

    Distributed under the terms of the BSD-3 license, "brainglobe-registration" is free and open source software

    Seeking help or contributing

    We are always happy to help users of our tools, and welcome any contributions. If you would like to get in contact with us for any reason, please see the contact page of our website.

    Acknowledgements

    This napari plugin was generated with Cookiecutter using @napari's cookiecutter-napari-plugin template.

    Version:

    • 0.0.2

    Last updated:

    • 28 January 2025

    First released:

    • 27 January 2025

    License:

    Supported data:

    • Information not submitted

    Plugin type:

    GitHub activity:

    • Stars: 16
    • Forks: 2
    • Issues + PRs: 8

    Python versions supported:

    Operating system:

    Requirements:

    • napari>=0.4.18
    • brainglobe-atlasapi
    • brainglobe-utils>=0.4.3
    • dask
    • dask-image
    • itk-elastix
    • lxml_html_clean
    • numpy
    • pandas
    • pytransform3d
    • qtpy