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Smoothing while preserving edges and coherent structures in images with anisotropic diffusion using lattice basis reduction

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ITKAnisotropicDiffusionLBR

PyPI License

This ITK module implements Anisotropic Diffusion, using Lattice Basis Reduction.

Documentation can be found in the Insight Journal article:

Mirebeau J., Fehrenbach J., Risser L., Tobji S.
"Anisotropic Diffusion in ITK",
The Insight Journal,
January-December, 2014.
http://insight-journal.org/browse/publication/953
http://hdl.handle.net/10380/3505

To install the Python packages:

python -m pip install --upgrade pip
python -m pip install itk-anisotropicdiffusionlbr

Figures from this article can be reproduced in your web browser. Sources for the interactive figures can be found in the gh-pages branch of this repository.

Since ITK 4.9.0, this module is available in the ITK source tree as a Remote module. To enable it, set:

Module_AnisotropicDiffusionLBR:BOOL=ON

in ITK's CMake build configuration.

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Smoothing while preserving edges and coherent structures in images with anisotropic diffusion using lattice basis reduction

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  • C++ 88.3%
  • CMake 9.1%
  • Python 2.6%