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Automated extraction of tunnel electricity transmission system: An object-level approach with mobile laser scanning data

International Journal of Applied Earth Observation and Geoinformation(2023)

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Abstract
•Tunnel electricity transmission system are extracted automatically from mobile laser scanning (MLS) point cloud.•A 3D cluster-based algorithm called spherical-stepping-clustering (SSC) is proposed to track the linear objects.•Point-by-point extraction: average F-Score reached 94 %.•Provides a new paradigm for infrastructure management, intelligent transportation systems, and Digital Twin technology.
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Key words
Mobile laser scanning (MLS),Electricity transmission system (ETS),Point cloud segmentation,Automatic inspection,Tunnel safety
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