bbrister/SIFT3D

Version 1.4.5.0 (24.5 MB) by Blaine Rister
3D SIFT keypoints and feature descriptors, image registration, and I/O for DICOM, NIFTI.
5.0
(6)
2K Downloads
Updated 28 Aug 2020
View License on GitHub

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 (2024). bbrister/SIFT3D (https://github.com/bbrister/SIFT3D), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2012a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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examples

wrappers/matlab

Versions that use the GitHub default branch cannot be downloaded

Version Published Release Notes
1.4.5.0

* Fixed a bug in orientation assignment to improve the accuracy of SIFT3D descriptors.
* Added a new function to enable matching pre-computed descriptors
* See CHANGES.md for more details.
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.
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.
1.4.2.0

Added multi-threading with OpenMP and other performance improvements.
1.4.1.0

Improved keypoint accuracy.
1.4.0.0

Improved keypoint and registration accuracy, especially concerning rotations. Fixed crashing bug. Reduced memory consumption of keypoint matching.
1.3.1.0

Bug fix.
1.3.0.0

Added options to control the parameters of keypoint detection and image registration.
Added options to control the parameters of keypoint detection and image registration.
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.
1.1.1.0

Performance optimizations, various fixes (see CHANGES.md)
1.1.0.0

Version 1.1 includes DICOM IO among other changes, see SIFT3D/CHANGES.md.
1.0.0.0

Updated description
Added link to installers.

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.