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).
5 maintainers
Release files for itk-texturefeatures 4.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
Total release size: 45.6 MB
Release files / itk_texturefeatures-4.0.1-cp311-abi3-win_amd64.whl
| Download URL | itk_texturefeatures-4.0.1-cp311-abi3-win_amd64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.11 Windows x86-64 abi3 |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.9.21
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Release files / itk_texturefeatures-4.0.1-cp311-abi3-manylinux_2_28_x86_64.whl
| Download URL | itk_texturefeatures-4.0.1-cp311-abi3-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 4.1 MB |
| Tags | CPython 3.11 Linux glibc 2.28+ x86-64 abi3 |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.9.21
|
Release files / itk_texturefeatures-4.0.1-cp311-abi3-manylinux_2_28_aarch64.whl
| Download URL | itk_texturefeatures-4.0.1-cp311-abi3-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.11 Linux glibc 2.28+ ARM64 abi3 |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.9.21
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Release files / itk_texturefeatures-4.0.1-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | itk_texturefeatures-4.0.1-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 4.2 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 abi3 |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.9.21
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Release files / itk_texturefeatures-4.0.1-cp311-abi3-macosx_11_0_arm64.whl
| Download URL | itk_texturefeatures-4.0.1-cp311-abi3-macosx_11_0_arm64.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.11 abi3 macOS 11.0+ ARM64 |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.9.21
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Release files / itk_texturefeatures-4.0.1-cp310-cp310-win_amd64.whl
| Download URL | itk_texturefeatures-4.0.1-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.10 Windows x86-64 |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.9.21
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Release files / itk_texturefeatures-4.0.1-cp310-cp310-manylinux_2_28_x86_64.whl
| Download URL | itk_texturefeatures-4.0.1-cp310-cp310-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 4.1 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ x86-64 |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.9.21
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Release files / itk_texturefeatures-4.0.1-cp310-cp310-manylinux_2_28_aarch64.whl
| Download URL | itk_texturefeatures-4.0.1-cp310-cp310-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ ARM64 |
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| Uploaded via |
twine/6.1.0 CPython/3.9.21
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Release files / itk_texturefeatures-4.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | itk_texturefeatures-4.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 4.1 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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Release files / itk_texturefeatures-4.0.1-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | itk_texturefeatures-4.0.1-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
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| Uploaded via |
twine/6.1.0 CPython/3.9.21
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Release files / itk_texturefeatures-4.0.1-cp39-cp39-win_amd64.whl
| Download URL | itk_texturefeatures-4.0.1-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 1.3 MB |
| Tags | CPython 3.9 Windows x86-64 |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.9.21
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Release files / itk_texturefeatures-4.0.1-cp39-cp39-manylinux_2_28_x86_64.whl
| Download URL | itk_texturefeatures-4.0.1-cp39-cp39-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 4.1 MB |
| Tags | CPython 3.9 Linux glibc 2.28+ x86-64 |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.9.21
|
Release files / itk_texturefeatures-4.0.1-cp39-cp39-manylinux_2_28_aarch64.whl
| Download URL | itk_texturefeatures-4.0.1-cp39-cp39-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.9 Linux glibc 2.28+ ARM64 |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.9.21
|
Release files / itk_texturefeatures-4.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | itk_texturefeatures-4.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 4.1 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.9.21
|
Release files / itk_texturefeatures-4.0.1-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | itk_texturefeatures-4.0.1-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
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| Uploaded via |
twine/6.1.0 CPython/3.9.21
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