Tomography data of methane-bearing sand used to investigate U-Net segmentation methods
Tomography data of methane-bearing sand used to investigate U-Net segmentation methods
These tomographic data sets were used to evaluate the suitability of different U-Net implementations to produce accurate segmentations. Hand-annotated training and validation sub-volumes as well as the segmentation outputs from the U-Net implementations are also included. These data support a research article submission titled: U-Net Segmentation Methods for Variable-Contrast XCT Images of Methane-Bearing Sand. All data processing methods are described in the article manuscript and supporting information.
Tomography data were acquired at Diamond Light Source on beamline I13-2 (proposal MT16205-1).
Please read README.txt
Copyright 2021 Diamond Light Source Ltd. Licensed under the Apache License, Version 2.0.
Madhusudhan, Bangalore N.
366ffcb0-657c-4897-8f72-8621f36af32f
Alvarez-Borges, Fernando J.
9d9257b8-7421-4fd2-b4e8-adef24abeeee
King, Oliver N. F.
6739ea34-bd03-4bf1-959f-b35af4d77c42
Basham, Mark
55739b97-162a-4d37-bee8-a392948fcbcc
Connolley, Thomas
baeb481e-885f-4ac9-ad83-fc6537ac5337
Ahmed, Sharif I.
e7181acb-a5ad-4712-b6bd-4c4dfbf6a9dc
Madhusudhan, Bangalore N.
366ffcb0-657c-4897-8f72-8621f36af32f
Alvarez-Borges, Fernando J.
9d9257b8-7421-4fd2-b4e8-adef24abeeee
King, Oliver N. F.
6739ea34-bd03-4bf1-959f-b35af4d77c42
Basham, Mark
55739b97-162a-4d37-bee8-a392948fcbcc
Connolley, Thomas
baeb481e-885f-4ac9-ad83-fc6537ac5337
Ahmed, Sharif I.
e7181acb-a5ad-4712-b6bd-4c4dfbf6a9dc
(2021)
Tomography data of methane-bearing sand used to investigate U-Net segmentation methods.
Zenodo
doi:10.5281/zenodo.4580278
[Dataset]
Abstract
These tomographic data sets were used to evaluate the suitability of different U-Net implementations to produce accurate segmentations. Hand-annotated training and validation sub-volumes as well as the segmentation outputs from the U-Net implementations are also included. These data support a research article submission titled: U-Net Segmentation Methods for Variable-Contrast XCT Images of Methane-Bearing Sand. All data processing methods are described in the article manuscript and supporting information.
Tomography data were acquired at Diamond Light Source on beamline I13-2 (proposal MT16205-1).
Please read README.txt
Copyright 2021 Diamond Light Source Ltd. Licensed under the Apache License, Version 2.0.
This record has no associated files available for download.
More information
Published date: 15 April 2021
Identifiers
Local EPrints ID: 472812
URI: http://eprints.soton.ac.uk/id/eprint/472812
PURE UUID: eb62f96e-7e5e-49d5-8860-2977aa984504
Catalogue record
Date deposited: 19 Dec 2022 17:51
Last modified: 05 May 2023 20:15
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Contributors
Contributor:
Bangalore N. Madhusudhan
Contributor:
Fernando J. Alvarez-Borges
Contributor:
Oliver N. F. King
Contributor:
Mark Basham
Contributor:
Thomas Connolley
Contributor:
Sharif I. Ahmed
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