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Reconstructing high fidelity digital rock images using deep convolutional neural networks

Imaging methods have broad applications in geosciences. Scanning electron microscopy (SEM) and micro-CT scanning have been applied for studying various geological problems. Despite significant advances in imaging capabilities, and image processing algorithms, acquiring high-quality data from images...

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Detalles Bibliográficos
Autores principales: Bizhani, Majid, Ardakani, Omid Haeri, Little, Edward
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8917167/
https://www.ncbi.nlm.nih.gov/pubmed/35277546
http://dx.doi.org/10.1038/s41598-022-08170-8