Overview
This is a module for the Insight Toolkit (ITK) that provides a generic interpolator for label images to interpolate each label with an ordinary image interpolator, and return the label with the highest value. This is the idea used by the itk::LabelImageGaussianInterpolateImageFunction interpolator. Unfortunately, this class is currently limited to Gaussian interpolation. Using generic programming, the proposed interpolator extends this idea to any image interpolator. Combined with linear interpolation, this results in similar or better accuracy and much improved computation speeds on a test image.
For more information, see the Insight Journal article:
Schaerer, J., Roche, F., Belaroussi, B. A generic interpolator for multi-label images The Insight Journal. January-December, 2014. https://hdl.handle.net/10380/3506 https://www.insight-journal.org/browse/publication/950
Installation
Since ITK 4.10.0, this module is available in the ITK source tree as a Remote module. To enable it, set:
Module_GenericLabelInterpolator:BOOL=ON
in ITK’s CMake build configuration.
Release files for itk-genericlabelinterpolator 1.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
Total release size: 21.9 MB
Release files / itk_genericlabelinterpolator-1.3.0-cp311-abi3-win_amd64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp311-abi3-win_amd64.whl |
|---|---|
| Size | 399.9 kB |
| 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_genericlabelinterpolator-1.3.0-cp311-abi3-manylinux_2_28_x86_64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp311-abi3-manylinux_2_28_x86_64.whl |
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| Size | 2.2 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
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Release files / itk_genericlabelinterpolator-1.3.0-cp311-abi3-manylinux_2_28_aarch64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp311-abi3-manylinux_2_28_aarch64.whl |
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| Tags | CPython 3.11 Linux glibc 2.28+ ARM64 abi3 |
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| Uploaded via |
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Release files / itk_genericlabelinterpolator-1.3.0-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 2.2 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 abi3 |
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No |
| Uploaded via |
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Release files / itk_genericlabelinterpolator-1.3.0-cp311-abi3-macosx_11_0_arm64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp311-abi3-macosx_11_0_arm64.whl |
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| Size | 489.0 kB |
| Tags | CPython 3.11 abi3 macOS 11.0+ ARM64 |
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Release files / itk_genericlabelinterpolator-1.3.0-cp310-cp310-win_amd64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp310-cp310-win_amd64.whl |
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| Size | 398.8 kB |
| Tags | CPython 3.10 Windows x86-64 |
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| Uploaded via |
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Release files / itk_genericlabelinterpolator-1.3.0-cp310-cp310-manylinux_2_28_x86_64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp310-cp310-manylinux_2_28_x86_64.whl |
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| Size | 2.2 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ x86-64 |
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Release files / itk_genericlabelinterpolator-1.3.0-cp310-cp310-manylinux_2_28_aarch64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp310-cp310-manylinux_2_28_aarch64.whl |
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| Tags | CPython 3.10 Linux glibc 2.28+ ARM64 |
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Release files / itk_genericlabelinterpolator-1.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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Release files / itk_genericlabelinterpolator-1.3.0-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp310-cp310-macosx_11_0_arm64.whl |
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| Size | 488.0 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
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Release files / itk_genericlabelinterpolator-1.3.0-cp39-cp39-win_amd64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp39-cp39-win_amd64.whl |
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| Size | 399.5 kB |
| Tags | CPython 3.9 Windows x86-64 |
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Release files / itk_genericlabelinterpolator-1.3.0-cp39-cp39-manylinux_2_28_x86_64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp39-cp39-manylinux_2_28_x86_64.whl |
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| Tags | CPython 3.9 Linux glibc 2.28+ x86-64 |
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Release files / itk_genericlabelinterpolator-1.3.0-cp39-cp39-manylinux_2_28_aarch64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp39-cp39-manylinux_2_28_aarch64.whl |
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| Size | 2.0 MB |
| Tags | CPython 3.9 Linux glibc 2.28+ ARM64 |
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| Uploaded via |
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Release files / itk_genericlabelinterpolator-1.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 2.2 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
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Release files / itk_genericlabelinterpolator-1.3.0-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | itk_genericlabelinterpolator-1.3.0-cp39-cp39-macosx_11_0_arm64.whl |
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| Size | 488.0 kB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
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