Supercat results

This site presents test results from the Supercat model for super-resolution of two- and three-dimensional micro-CT images of rocks.

More information about the model and its source code is available in the Supercat GitHub repository and in the forthcoming paper.

Test data

The test results use the DeepRock-SR 2D and 3D datasets introduced by Wang, Armstrong and Mostaghimi.

Wang, Y. D., Armstrong, R. T. & Mostaghimi, P. (2020). Boosting Resolution and Recovering Texture of 2D and 3D Micro-CT Images with Deep Learning. Water Resources Research, 56(1), e2019WR026052.

Wang, Y. D., Armstrong, R. & Mostaghimi, P. (2019). A Diverse Super Resolution Dataset of Digital Rocks (DeepRock-SR): Sandstone, Carbonate, and Coal. Digital Rocks Portal.