ITKTextureFeatures

.. image:: https://github.com/InsightSoftwareConsortium/ITKTextureFeatures/workflows/Build,%20test,%20package/badge.svg :alt: Build Status

Overview

This repository contains ITK <https://itk.org>_ filters to estimate texture feature maps from N-dimensional images.

For more information, see the Insight Journal article <https://hdl.handle.net/10380/3574>_::

Vimort J., McCormick M., Budin F., Paniagua B. Computing Textural Feature Maps for N-Dimensional images McCormick M. The Insight Journal. January-December. 2017. https://hdl.handle.net/10380/3574 https://insight-journal.org/browse/publication/985

Installation

Python ^^^^^^

Binary Python packages <https://pypi.python.org/pypi/itk-texturefeatures>_ are available for macOS, Linux, and Windows. They can be installed with::

python -m pip install --upgrade pip python -m pip install itk-texturefeatures

3D Slicer Extension ^^^^^^^^^^^^^^^^^^^

The module functionality is also available in the 3D Slicer <https://slicer.org>_ desktop application. Install the BoneTextureExtension in the 3D Slicer extension manager <https://www.slicer.org/wiki/Documentation/Nightly/SlicerApplication/ExtensionsManager>. Additional documentation <https://raw.githubusercontent.com/Kitware/BoneTextureExtension/master/Docs/BoneTextureExtensionTutorial_2017.pdf> is available for the extension <https://github.com/Kitware/BoneTextureExtension>_.

C++ ^^^

Since ITK 4.13.0, this module is available in the ITK source tree as a Remote module. To enable it, set::

Module_TextureFeatures:BOOL=ON

in ITK's CMake build configuration.

License

The source code is distributed under the Apache 2.0 License. Please see LICENSE file for details.

Acknowledgements

This work was supported by the National Institute of Health (NIH) National Institute for Dental and Craniofacial Research (NIDCR) grant R21DE025306 (Textural Biomarkers of Arthritis for the Subchondral Bone in the Temporomandibular Joint) and NIDCR grant R01DE024450 (Quantification of 3D bony Changes in Temporomandibular Joint Osteoarthritis).