Unpaired super-resolution on micro-CT sandstone by using cycle-consistent generative adversarial network

Yufu Niu

doi:10.17612/vztt-yx38

Description

High-resolution X-ray micro-computed tomography (CT) data is required for accurate determination of rock petrophysical properties. High-resolution data, however, results in small field-of-view, thus the representativeness of simulation domain can be brought into question for geophysical applications. This project aims to develop new techniques for super resolution in digital rock petrophysics.

Datasets

Sample Mt. Simon
- Origin Data Mt. Simon Sandstone - low resolution
- Origin Data Mt. Simon Sandstone - high resolution

Usage Information

Author

Yufu Niu (University of New South Wales)

Collaborators

Ryan Armstrong (University of New South Wales)
Peyman Mostaghimi (University of New South Wales)

Created

Oct. 19, 2020

License

ODC-BY 1.0

Digital Object Identifier

10.17612/vztt-yx38

Data Citation

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