2024
DOI: 10.3390/ijgi13060185
|View full text |Cite
|
Sign up to set email alerts
|

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

Ilyas Yalcin,
Recep Can,
Candan Gokceoglu
et al.

Abstract: 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 new possibilities without direct contact with rock masses. This study proposes a new approach to detect discontinuities using close-range photogrammetric techniques and convolutional neural networks (CNNs) trained … Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Publication Types

Select...

Relationship

0
0

Authors

Journals

citations
Cited by 0 publications
references
References 55 publications
0
0
0
Order By: Relevance

No citations

Set email alert for when this publication receives citations?