Deep learning based classification of rock structure of tunnel face

The automated interpretation of rock structure can improve the efficiency, accuracy, and consistency of the geological risk assessment of tunnel face. Because of the high uncertainties in the geological images as a result of different regional rock types, as well as in-situ conditions (e.g., tempera...

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Bibliographic Details
Main Authors: Jiayao Chen, Tongjun Yang, Dongming Zhang, Hongwei Huang, Yu Tian
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Geoscience Frontiers
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1674987120300931