3D Multiclass Digital Core Models via microCT, SEM-EDS and Deep Learning

We describe an integrated methodology for constructing a 3D multiclass model of a rock sample, based on X-ray microtomography (microCT) and quantitative evaluation of minerals (QEMSCAN) by automated SEM-EDS (Scanning Electron Microscopy, Energy Dispersive Spectroscopy). We focus on building an autom...

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Bibliographic Details
Main Authors: Varfolomeev Igor, Svinin Vladimir, Yakimchuk Ivan
Format: Article
Language:English
Published: EDP Sciences 2023-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/03/e3sconf_sca2023_01003.pdf