A Novel Rock Mass Discontinuity Detection Approach with CNNs and Multi-View Image Augmentation

Discontinuity is a key element used by geoscientists and civil engineers to characterize rock masses. The traditional approach to detecting and measuring rock discontinuity relies on fieldwork, which poses dangers to human life. Photogrammetric pattern recognition and 3D measurement techniques offer...

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Bibliographic Details
Main Authors: Ilyas Yalcin, Recep Can, Candan Gokceoglu, Sultan Kocaman
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/13/6/185