Comparative Study on Concrete Crack Detection of Tunnel Based on Different Deep Learning Algorithms

The computer vision inspection of surface cracks in concrete structures has the characteristics of convenient and efficient 24-h on-site inspection. In this paper, the instance segmentation method and semantic segmentation method are used to realize the surface crack recognition of concrete structur...

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Bibliographic Details
Main Authors: Hongliang Yu, Lei Zhu, Dongbiao Li, Qi Wang, Xiangyang Liu, Caihua Shen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-03-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2021.817785/full