Efficient parallel learning algorithm forseparable dictionaries
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| Matlab | Add Python and Matlab implementation | |
| Python | Add Python and Matlab implementation | |
| atom-pairs.pdf | Add atom pairs figure. | |
| README.md | Create README.md | |
If you use our work in your research, please cite as:
C. Rusu and P. Irofti, "Efficient and Parallel Separable Dictionary Learning" arXiv preprint arXiv:2007.03800 (2020).
@article{RI20,
title = {Efficient and Parallel Separable Dictionary Learning},
author = {Rusu, C. and Irofti, P.},
year = {2020},
eprint = {2007.03800},
archiveprefix = {arXiv}
}
You will need a copy of the dictionary learning toolbox before being able to run the Matlab scripts.
See test-sepsum-parallel.py or test_denoising_sepsum.m for testing.