Fast expansion into harmonics on the disk
Project description
fle_2d
Installing using pip
# install dependencies
pip install numpy scipy finufft joblib
# install package
pip install fle-2d
# download tests folder (optional)
svn checkout https://github.com/nmarshallf/fle_2d/trunk/tests
cd tests
# (alternatively) if svn is not installed, you can:
# download the project as a zip file, unzip, and navigate to the tests folder
# run test code (optional)
python3 test_fle_2d.py
If you find the code useful, please cite the corresponding paper:
Nicholas F. Marshall, Oscar Mickelin, Amit Singer. Fast expansion into harmonics on the disk: a steerable basis with fast radial convolutions. arXiv (2022). https://arxiv.org/abs/2207.13674
Acknowledgements
We thank Yunpeng Shi for contributing a vectorized version of the code for tensor inputs consisting of multiples images.
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