An ITK module to compute N-dimension grayscale texture feature images

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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: Insight Software Consortium
  • Tags itk, InsightToolkit glcm texture features image imaging, glcm, texture, features, image, imaging
  • Requires: Python >=3.8
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Project description

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Overview

This repository contains ITK filters to estimate texture feature maps from N-dimensional images.

For more information, see the Insight Journal article:

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 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 desktop application. Install the BoneTextureExtension in the 3D Slicer extension manager. Additional documentation is available for the extension.

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).

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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: Insight Software Consortium
  • Tags itk, InsightToolkit glcm texture features image imaging, glcm, texture, features, image, imaging
  • Requires: Python >=3.8
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