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Analogue of the scale-invariant feature transform (SIFT) for three-dimensional images. Includes an image processing and linear algebra library with feature matching and RANSAC regression. Also includes IO functions supporting a variety of image formats.

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SIFT3D

This is a refactored version of SIFT3D by Blaine Rister et al. Changes include a refactored and more programmer-friendly API, some bug fixes and code cleanup. The original readme is in README-OLD.md file.

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Dependencies

  • LAPACK
  • cmake (for building)
  • nifticlib (for examples, optional)
  • doxygen (for documentation, optional)

Building instructions:

mkdir build && cd build
cmake -DCMAKE_BUILD_TYPE=RELEASE -DWITH_EXAMPLES=ON ( or =OFF ) ..
make
make doc
make install

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Analogue of the scale-invariant feature transform (SIFT) for three-dimensional images. Includes an image processing and linear algebra library with feature matching and RANSAC regression. Also includes IO functions supporting a variety of image formats.

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  • C 90.5%
  • CMake 9.5%