Miguel Boland 1, Dr. Edward A.K. Cohen 1, Dr. Seth Flaxman1 & Professor Mark Neil 2
1Imperial College London, Faculty of Natural Sciences, Department of Mathematics 2Imperial College London, Faculty of Natural Sciences, Department of Physics
Imperial College London
https://arxiv.org/pdf/2009.02264v3.pdf
The code in this repository is organised as follows:
Contains all code required to generate the training data used in our experiment, in both raw SIM image stacks (inputs) and a high resolution confocal output image (target)
Contains all code required to generate training data from existing TIFF files, and produce a trained RCAN model on this data.
Contains code required to run the RCAN models on a set of test images, and generate comparison metrics with SIM reconstructions and simulated high-resolution target data.