DRMIME is an network that can be used to register microscopy images (affine and perspective registration).
Tags
AMD64colabnotebookdenoisingZeroCostDL4Mic
Citation
https://doi.org/10.1038/s41467-021-22518-0von Chamier, L., Laine, R.F., Jukkala, J. et al. Democratising deep learning for microscopy with ZeroCostDL4Mic. Nat Commun 12, 2276 (2021). https://doi.org/10.1038/s41467-021-22518-0
http://proceedings.mlr.press/v121/nan20a.htmlAbhishek Nan, Matthew Tennant, Uriel Rubin, Nilanjan Ray. DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration. Proceedings of the Third Conference on Medical Imaging with Deep Learning, PMLR 121:527-543, 2020.
Solution written by
DL4MicEverywhere team
album team
Arguments
--path
What is your working path? (default value: .)
Usage instructions
Please follow this link for details on how to install and run this solution.
