8000 GitHub - bochaozhao/Super_resolution: Repository for the paper ENHANCING RESOLUTION OF MICRO-CT IMAGES OF RESERVOIR ROCKS USING SUPER RESOLUTION
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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 (bchao.zhao@gmail.com), Nishank Saxena (Nishank.Saxena 50CC @shell.com), Ronny Hofmann (Ronny.Hofmann@shell.com), Chaitanya Pradhan (Chaitanya.Pradhan@shell.com), and Amie Hows (amie.hows@shell.com)

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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