Automatic reconstruction of as-built building information models from laser-scanned point clouds: A review of related techniques
Citations
2 citations
Cites background or methods from "Automatic reconstruction of as-buil..."
...The resulting set of data points, or point cloud, represents spatial information but is semantically unstructured and needs further processing [3]....
[...]
...These techniques are used in domain-specific applications such as Scan-toBIM [3, 27-29] and 3D City Reconstruction from aerial laser scanning [30, 31]....
[...]
...According to literature, Data-driven approaches as described by [19], inherently limits point cloud processing to knowledge representations of shapes, since no knowledge representations about identities and relations by libraries or ontologies as described by [3] and [11] are available....
[...]
...Consequently, our work relies on methods for Scene Segmentation [25, 33, 35] and Object Recognition [3, 31, 37, 41, 43] for indoor point clouds....
[...]
...8 effectively process the point cloud data [3, 21, 22]....
[...]
2 citations
2 citations
2 citations
2 citations
Cites methods from "Automatic reconstruction of as-buil..."
...The Scan-to-BIM process has been demonstrated in some simple examples (Tang et al., 2010; Xiong et al., 2013), but it is still not considered to be a solved problem, because the scan only contains the geometry information, and automated compilation of a semantically rich BIM solely from the…...
[...]
...The Scan-to-BIM process has been demonstrated in some simple examples (Tang et al., 2010; Xiong et al., 2013), but it is still not considered to be a solved problem, because the scan only contains the geometry information, and automated compilation of a semantically rich BIM solely from the graphical model is very challenging....
[...]
References
23,396 citations
7,458 citations
"Automatic reconstruction of as-buil..." refers background in this paper
...In other fields, such as computer vision, standard test sets and performance metrics have been established [72,83], but no standard evaluation metrics have been established for as-built BIM creation as yet....
[...]
5,464 citations
"Automatic reconstruction of as-buil..." refers background in this paper
...Various researchers have proposed candidate sets of primitives, such as geons [9], superquadrics [3], and generalized cylinders [10]....
[...]
4,816 citations
3,282 citations
"Automatic reconstruction of as-buil..." refers background in this paper
...Non-parametric geometricmodeling reconstructs a surface, typically in the formof a triangle mesh [41], or a volume [18]....
[...]