Analyze shapes of meshes: This plugin provides advanced measures of shape for meshes. It is based largely on the following libraries and tools:
This plugin provides Laplace spectra (Reuter, Wolter, Peinecke (2005)), heat kernel signatures (Bronstein & Kokkinos (2010)) & wave kernel signatures (Audrey, Schlickewei, Cremers et al.).
Laplace spectra can be imagined to be the equivalent of resonance modes on the surface of a mesh. The resonance and the resonance modes can, for typical objects, look like this:
Heat kernel signatures: Heat dissipation on a mesh depends on local geometry. You can use the heat kernel signature to easily generate a large number of local features of shape
This plugin provides a number of methods to unwrap a mesh into basic shapes such as spheres or disks. The method relies on boundary-first flattening - currently it's only available on Windows.
This napari plugin was generated with Cookiecutter using @napari's cookiecutter-napari-plugin template.
You can install napari-shape-odyssey via pip:
´´´bash pip install napari-shape-odyssey napari-skimage-regionprops @ git+https://github.com/jo-mueller/napari-skimage-regionprops.git pyFM @ git+https://github.com/RobinMagnet/pyFM.git ´´´
Contributions are very welcome. Tests can be run with tox, please ensure the coverage at least stays the same before you submit a pull request.
Distributed under the terms of the BSD-3 license, "napari-shape-odyssey" is free and open source software
If you encounter any problems, please [file an issue] along with a detailed description.