https://github.com/insightsoftwareconsortium/itktexturefeatures

Fast, Texture Feature Maps from N-Dimensional Images
https://github.com/insightsoftwareconsortium/itktexturefeatures

cpp features glcm glrlm haralick-features image-processing insight-toolkit itk itk-module python texture

Last synced: about 1 month ago
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Fast, Texture Feature Maps from N-Dimensional Images

• Host: GitHub
• URL: https://github.com/insightsoftwareconsortium/itktexturefeatures
• Owner: InsightSoftwareConsortium
• License: apache-2.0
• Created: 2017-03-21T18:05:41.000Z (almost 8 years ago)
• Default Branch: main
• Last Pushed: 2024-06-28T19:36:19.000Z (7 months ago)
• Last Synced: 2024-12-31T04:20:35.551Z (about 1 month ago)
• Topics: cpp, features, glcm, glrlm, haralick-features, image-processing, insight-toolkit, itk, itk-module, python, texture
• Language: C++
• Homepage: http://hdl.handle.net/10380/3574
• Size: 1.16 MB
• Stars: 22
• Watchers: 15
• Forks: 16
• Open Issues: 4
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE

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README

        
ITKTextureFeatures

==================

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

    :alt:    Build Status

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).