Combining Cylindrical Voxel and Mask R-CNN for Automatic Detection of Water Leakages in Shield Tunnel Point Clouds

Combining Cylindrical Voxel and Mask R-CNN for Automatic Detection of Water Leakages in Shield Tunnel Point Clouds

Water leakages can affect the safety and durability of shield tunnels, so rapid and accurate identification and diagnosis are urgently needed. However, current leakage detection methods are mostly based on mobile LiDAR data, making it challenging to detect leakage damage in both mobile and terrestri...

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Bibliographic Details
Main Authors: Qiong Chen, Zhizhong Kang, Zhen Cao, Xiaowei Xie, Bowen Guan, Yuxi Pan, Jia Chang
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Remote Sensing
Subjects:
water leakage
shield tunnel
point cloud
cylindrical voxel
Mask R-CNN
Online Access:https://www.mdpi.com/2072-4292/16/5/896

Internet

https://www.mdpi.com/2072-4292/16/5/896

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