This is a Preprint and has not been peer reviewed. This is version 1 of this Preprint.
Python workflow for segmenting multiphase flow in porous rocks
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Authors
Catherine Spurin 
,
Sharon Ellman,
Dane Sherburn,
Tom Bultreys ,
Hamdi Tchelepi
Abstract
The need for accurate, consistent and fast image processing has become an important part of the investigation of multiphase flow through porous media. We describe an open-source image processing workflow written in python, using the sci-kit toolbox. We demonstrate the methodology to segment multiple fluids (gas and brine), and the rock grains for a Bentheimer sandstone. This workflow can be adapted to many applications.
DOI
https://doi.org/10.31223/X58D69
Subjects
Engineering, Physical Sciences and Mathematics
Keywords
Image processing, Segmentation, multiphase flow
Dates
Published: 2023-07-25 11:02
Last Updated: 2023-07-25 18:02
License
CC BY Attribution 4.0 International
Additional Metadata
Data Availability (Reason not available):
The code described in this manuscript is available on GitHub: https://github.com/cspurin/image_processing
There are no comments or no comments have been made public for this article.