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Repository for the paper ENHANCING RESOLUTION OF MICRO-CT IMAGES OF RESERVOIR ROCKS USING SUPER RESOLUTION

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Enhancing resolution of micro-CT images of reservoir rocks using super resolution

Contributors: Bochao Zhao ([email protected]), Nishank Saxena ([email protected]), Ronny Hofmann ([email protected]), Chaitanya Pradhan ([email protected]), and Amie Hows ([email protected])

Implementation of super resolution algorithm SRGAN and EDSR for microCT image super resolution. The architectures are described in the following papers:

EDSR (https://arxiv.org/abs/1707.02921)

SRGAN (https://arxiv.org/abs/1609.04802)

Some code in this repository is modified from the repository "Collection of Super-Resolution models via PyTorch" (https://github.com/togheppi/pytorch-super-resolution-model-collection)

A tutorial of the code named Tutorial.ipynb is included.

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Repository for the paper ENHANCING RESOLUTION OF MICRO-CT IMAGES OF RESERVOIR ROCKS USING SUPER RESOLUTION

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