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Deep learning-based pipe segmentation and geometric reconstruction from poorly scanned point clouds using BIM-driven data alignment

Wentao Yu, Jiangpeng Shu, Zihan Yang, Hongliang Ding, Wuhua Zeng, Yong Bai

2025Automation in Construction25 citationsDOI

Topics & Concepts

Point cloudSegmentationArtificial intelligenceComputer visionPoint (geometry)Computer scienceDeep learningEngineering drawingComputer graphics (images)EngineeringGeometryMathematics3D Surveying and Cultural HeritageInfrastructure Maintenance and MonitoringRemote Sensing and LiDAR Applications
Deep learning-based pipe segmentation and geometric reconstruction from poorly scanned point clouds using BIM-driven data alignment | Litcius