Remote Sensing · 2020 · 56 citations · 24 references
EngineeringPoint Cloud ProcessingComputer-aided DesignPoint CloudMapping3D Computer VisionGeographic Information SystemsHighway RoadsData ScienceSystems EngineeringMls-acquired Lidar DataGeometric ModelingCartographyMachine VisionInformation ModelingPoint Cloud DataBuilding Information ModellingComputer VisionCivil Engineering3D ReconstructionRaw Point CloudIndustrial InformaticsMulti-view GeometryData Modeling
Building information modeling (BIM) is a process that has shown great potential in the building industry, but it has not reached the same level of maturity for transportation infrastructure. There is a standardization need for information exchange and management processes in the infrastructure that integrates BIM and Geographic Information Systems (GIS). Currently, the Industry Foundation Classes standard has harmonized different infrastructures under the Industry Foundation Classes (IFC) 4.3 release. Furthermore, the usage of remote sensing technologies such as laser scanning for infrastructure monitoring is becoming more common. This paper presents a semi-automated framework that takes as input a raw point cloud from a mobile mapping system, and outputs an IFC-compliant file that models the alignment and the centreline of each road lane in a highway road. The point cloud processing methodology is validated for two of its key steps, namely road marking processing and alignment and road line extraction, and a UML diagram is designed for the definition of the alignment entity from the point cloud data.
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On the segmentation of 3D LIDAR point clouds
Bertrand Douillard, James Underwood, Noah Kuntz et al. · 2011 · 470 citations
Aaron Costin, Alireza Adibfar, Hanjin Hu et al. · Automation in Construction · 2018 · 450 citations
Built Environment, Building Information Modeling, Building Design +11
State of research in automatic as-built modelling
Viorica Pătrăucean, Iro Armeni, Mohammad Nahangi et al. · Advanced Engineering Informatics · 2015 · 317 citations · Full text