Deep learning segmentation of soil constituents in 3D X-ray CT images

Accurate segmentation of soil constituents in X-ray CT imagery is critical for advancing our understanding of soil structure dynamics. However, difficulties arise because of the overlapping X-ray attenuation of soil constituents, which makes segmentation based on voxel intensity alone impossible. In...

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Bibliographic Details
Main Authors: Maxime Phalempin, Lars Krämer, Maik Geers-Lucas, Fabian Isensee, Steffen Schlüter
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Geoderma
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Online Access:http://www.sciencedirect.com/science/article/pii/S0016706125001594
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