bbrister/SIFT3D
3D SIFT keypoints and feature descriptors, image registration, and I/O for DICOM, NIFTI.
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Analogue of the scale-invariant feature transform (SIFT) for three-dimensional images. Includes feature matching and image registration. Also includes IO functions supporting DICOM and NIFTI image formats. This is a C library that can be called from Matlab. For more information, see SIFT3D/wrappers/matlab/README.md.
This file contains the source code and documentation. For binary installers, see:
https://github.com/bbrister/SIFT3D/releases
Cite As
Blaine Rister (2026). bbrister/SIFT3D (https://github.com/bbrister/SIFT3D), GitHub. Retrieved .
General Information
- Version 1.4.5.0 (24.5 MB)
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View License on GitHub
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
Versions that use the GitHub default branch cannot be downloaded
| Version | Published | Release Notes | Action |
|---|---|---|---|
| 1.4.5.0 | * Fixed a bug in orientation assignment to improve the accuracy of SIFT3D descriptors.
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| 1.4.4.0 | New release adds improvements to I/O functions, including support for Dicom Segmentation Objects (DSOs). Also improves compatibility with different compilers. |
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| 1.4.3.0 | New release includes fixes for Visual Studio, updates for new versions of MinGW and CMake, support for JPEG compressed DICOM, and other minor changes. |
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| 1.4.2.0 | Added multi-threading with OpenMP and other performance improvements. |
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| 1.4.1.0 | Improved keypoint accuracy. |
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| 1.4.0.0 | Improved keypoint and registration accuracy, especially concerning rotations. Fixed crashing bug. Reduced memory consumption of keypoint matching. |
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| 1.3.1.0 | Bug fix. |
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| 1.3.0.0 | Added options to control the parameters of keypoint detection and image registration.
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| 1.2.0.0 | Added Matlab wrappers for image registration. Program now takes physical units into account when extracting keypoints/descriptors. Also fixed Mac OSX installation issues. |
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| 1.1.1.0 | Performance optimizations, various fixes (see CHANGES.md) |
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| 1.1.0.0 | Version 1.1 includes DICOM IO among other changes, see SIFT3D/CHANGES.md. |
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| 1.0.0.0 | Updated description
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