2020
DOI: 10.1016/j.autcon.2020.103286
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Scan-to-graph: Semantic enrichment of existing building geometry

Abstract: Building Information Modelling (BIM) has changed the way in which buildings are conceived, planned and executed. Apart from their frequent use for as-planned buildings, BIM authoring tools have now been adopted for a number of years for digitising existing buildings as well, mostly by performing a 'scan-to-BIM' process: the creation of a BIM model, primarily based on point clouds. However, some inherent characteristics of existing buildings are complicating such a process: uncertainties, geometric irregulariti… Show more

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Cited by 49 publications
(26 citation statements)
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References 32 publications
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“…In earlier work, the authors identified two key areas of research needed to make progress with integration of Construction Tech and BIM: these were development of semantic enrichment of BIM models and property graph representations of BIM models that are accessible for machine learning . Many researchers are currently tackling these problems (e.g., Wagner et al, 2020;Werbrouck et al, 2020).…”
Section: Barriers To Implementationmentioning
confidence: 99%
“…In earlier work, the authors identified two key areas of research needed to make progress with integration of Construction Tech and BIM: these were development of semantic enrichment of BIM models and property graph representations of BIM models that are accessible for machine learning . Many researchers are currently tackling these problems (e.g., Wagner et al, 2020;Werbrouck et al, 2020).…”
Section: Barriers To Implementationmentioning
confidence: 99%
“…Semantic enrichment enhanced the quality and level of non-geometrical information on the 3D model [31]. BIM shows the capacity to integrate information by applying the CCIDOC CRM standard from an ontology's perspective and making semantic enrichment [32].…”
Section: Bim For Heritage Buildingsmentioning
confidence: 99%
“…Heritage building information modeling (HBIM) is another widespread research area that is practical for analyzing various case studies such as historical churches and masonry bridges by using active or passive sensors [ 262 ]. Researchers studied HBIM applied to masonry bridge through Revit commercial BIM software, asset management and maintenance of Cultural Heritage (CH), controlling sustainability and usability of CH through scanner laser and photogrammetry, conducting web application for historical building management, HBIM for storing life-cycle data through non-destructive testing and other aspects of these subjects for better analysis of heritage structures [ 263 , 264 , 265 , 266 , 267 , 268 , 269 , 270 , 271 , 272 , 273 , 274 , 275 , 276 , 277 , 278 ].…”
Section: Content Analysismentioning
confidence: 99%