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...

وصف كامل

التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Glen T. Nwaila, Musa S.D. Manzi, Emmanuel John M. Carranza, Raymond J. Durrheim, Hartwig E. Frimmel
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	Elsevier 2025-09-01
سلاسل:	Applied Computing and Geosciences
الموضوعات:	Bushveld complex Geological potholes Convolutional neural network (CNN) Deep learning Pothole prediction Synthetic seismic data
الوصول للمادة أونلاين:	http://www.sciencedirect.com/science/article/pii/S2590197425000618
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!