Pothole detection and segmentation in the Bushveld Complex using physics-based data augmentation and deep learning

Potholes are local depression structures that disrupt stratigraphic continuity, such as in layered igneous intrusions. In the Bushveld Complex (South Africa), potholes range from a few to hundreds of meters in width, and may disrupt orebodies, cause ore loss and pose geotechnical challenges. However...

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Hlavní autoři:	Glen T. Nwaila, Musa S.D. Manzi, Emmanuel John M. Carranza, Raymond J. Durrheim, Hartwig E. Frimmel
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2025-09-01
Edice:	Applied Computing and Geosciences
Témata:	Bushveld complex Geological potholes Convolutional neural network (CNN) Deep learning Pothole prediction Synthetic seismic data
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S2590197425000618
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