itk-phasesymmetry provides multi-scale steerable filters

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  • License: Apache Software License (Apache License Version 2.0, January 2004 https://www.apache.org/licenses/ TERMS AND CONDITIONS FOR ...)
  • Author: Charles Hatt
  • Tags itk
  • Requires: Python >=3.8
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Project description

https://github.com/KitwareMedical/ITKPhaseSymmetry/workflows/Build,%20test,%20package/badge.svg PyPI License

Overview

This is a module for the Insight Toolkit (ITK) that provides multi-scale steerable filters for computing phase symmetry (PS).

Multi-scale steerable phase-symmetry filters are applied in the image Fourier transform domain, and have been shown to be a useful pre-processing measure for performing image registration and segmentation.

For more information, see the Insight Journal article:

Hatt C.
Multi-scale Steerable Phase-Symmetry Filters for ITK
The Insight Journal. July-December. 2011.
https://hdl.handle.net/10380/3330
https://www.insight-journal.org/browse/publication/846

Installation

Install the binary Python package with:

pip install itk-phasesymmetry

To build the C++ module, either enable the CMake option in ITK’s build configuration:

Module_PhaseSymmetry:BOOL=ON

Or, build the module as a separate project against an ITK build tree:

git clone https://github.com/KitwareMedical/ITKPhaseSymmetry
mkdir ITKPhaseSymmetry-bulid
cd ITKPhaseSymmetry-build
cmake -DITK_DIR=/path/to/ITK-build ../ITKPhaseSymmetry
cmake --build .

License

This software is distributed under the Apache 2.0 license. Please see the LICENSE file for details.

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  • License: Apache Software License (Apache License Version 2.0, January 2004 https://www.apache.org/licenses/ TERMS AND CONDITIONS FOR ...)
  • Author: Charles Hatt
  • Tags itk
  • Requires: Python >=3.8
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