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

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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Bibliographic Details
Main Authors: Ralf Wieland, Chinatsu Ukawa, Monika Joschko, Adrian Krolczyk, Guido Fritsch, Thomas B. Hildebrandt, Olaf Schmidt, Juliane Filser, Juan J. Jimenez
Format: Article
Language:English
Published: The Royal Society 2021-03-01
Series:Royal Society Open Science
Subjects:
computer tomography image analysis
deep learning
transfer learning
soil structure analysis
porosity
Online Access:https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.201275

Internet

https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.201275

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