Use of deep learning for structural analysis of computer tomography images of soil samples

Soil samples from several European countries were scanned using medical computer tomography (CT) device and are now available as CT images. The analysis of these samples was carried out using deep learning methods. For this purpose, a VGG16 network was trained with the CT images (X). For the annotat...

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Detalles Bibliográficos
Autores principales: Wieland, Ralf, Ukawa, Chinatsu, Joschko, Monika, Krolczyk, Adrian, Fritsch, Guido, Hildebrandt, Thomas B., Schmidt, Olaf, Filser, Juliane, Jimenez, Juan J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2021
Materias:
Earth and Environmental Science
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8074890/
https://www.ncbi.nlm.nih.gov/pubmed/33959314
http://dx.doi.org/10.1098/rsos.201275

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8074890/
https://www.ncbi.nlm.nih.gov/pubmed/33959314
http://dx.doi.org/10.1098/rsos.201275

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