A Deep Learning Approach to Identify Rock Bolts in Complex 3D Point Clouds of Underground Mines Captured Using Mobile Laser Scanners

Rock bolts are crucial components in the subterranean support systems in underground mines that provide adequate structural reinforcement to the rock mass to prevent unforeseen hazards like rockfalls. This makes frequent assessments of such bolts critical for maintaining rock mass stability and mini...

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Autores principales:	Dibyayan Patra, Pasindu Ranasinghe, Bikram Banerjee, Simit Raval
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2025-08-01
Colección:	Remote Sensing
Materias:	mobile laser scanning 3D point cloud deep learning geometry-sensitive data filtering semantic segmentation rock bolts
Acceso en línea:	https://www.mdpi.com/2072-4292/17/15/2701
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