Automatic extraction of 3d building meshes from LiDAR data
Terrestrial laser scanning and drone-based scanning are often combined to gain a complete picture of the external envelopes of buildings. While the resulting data sets are easy to understand for humans, extracting any semantical information from the data is a challenging task. Creating a BIM model f...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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CTU Central Library
2022-03-01
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| Series: | Acta Polytechnica CTU Proceedings |
| Subjects: | |
| Online Access: | https://ojs.cvut.cz/ojs/index.php/APP/article/view/8125 |
| _version_ | 1818188528244228096 |
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| author | Jan Voříšek Bořek Patzák Daniel Rypl |
| author_facet | Jan Voříšek Bořek Patzák Daniel Rypl |
| author_sort | Jan Voříšek |
| collection | DOAJ |
| description | Terrestrial laser scanning and drone-based scanning are often combined to gain a complete picture of the external envelopes of buildings. While the resulting data sets are easy to understand for humans, extracting any semantical information from the data is a challenging task. Creating a BIM model for large cities is desirable, especially for planning and inventory purposes. Nowadays, engineers manually separate buildings and draw corresponding floor plans or any other required entities, making creating such a model nearly impossible for the whole city.
In this contribution, we present the design and concept of a C++ library that provides fundamental algorithmic tools for automated detection of the ground points, separation of buildings into individual point clouds, and segmentation of walls and roofs. The buildings’ 3D model (both volumetric and surface mesh) can be constructed using the data. Furthermore, the building area and volume calculation can be performed on such a model, which can then be compared with the existing city plan. |
| first_indexed | 2024-12-11T23:28:21Z |
| format | Article |
| id | doaj.art-9c1b5e7eee0e4dbf9917adfc9cbee4a7 |
| institution | Directory Open Access Journal |
| issn | 2336-5382 |
| language | English |
| last_indexed | 2024-12-11T23:28:21Z |
| publishDate | 2022-03-01 |
| publisher | CTU Central Library |
| record_format | Article |
| series | Acta Polytechnica CTU Proceedings |
| spelling | doaj.art-9c1b5e7eee0e4dbf9917adfc9cbee4a72022-12-22T00:46:08ZengCTU Central LibraryActa Polytechnica CTU Proceedings2336-53822022-03-0134133–137133–13710.14311/APP.2022.34.01335365Automatic extraction of 3d building meshes from LiDAR dataJan Voříšek0Bořek Patzák1Daniel Rypl2Czech Technical University in Prague, Faculty of Civil Engineering, Thákurova 7, 166 29 Prague 6, Czech RepublicCzech Technical University in Prague, Faculty of Civil Engineering, Thákurova 7, 166 29 Prague 6, Czech RepublicCzech Technical University in Prague, Faculty of Civil Engineering, Thákurova 7, 166 29 Prague 6, Czech RepublicTerrestrial laser scanning and drone-based scanning are often combined to gain a complete picture of the external envelopes of buildings. While the resulting data sets are easy to understand for humans, extracting any semantical information from the data is a challenging task. Creating a BIM model for large cities is desirable, especially for planning and inventory purposes. Nowadays, engineers manually separate buildings and draw corresponding floor plans or any other required entities, making creating such a model nearly impossible for the whole city. In this contribution, we present the design and concept of a C++ library that provides fundamental algorithmic tools for automated detection of the ground points, separation of buildings into individual point clouds, and segmentation of walls and roofs. The buildings’ 3D model (both volumetric and surface mesh) can be constructed using the data. Furthermore, the building area and volume calculation can be performed on such a model, which can then be compared with the existing city plan.https://ojs.cvut.cz/ojs/index.php/APP/article/view/8125laser scanningbimpoint cloudcity planning |
| spellingShingle | Jan Voříšek Bořek Patzák Daniel Rypl Automatic extraction of 3d building meshes from LiDAR data Acta Polytechnica CTU Proceedings laser scanning bim point cloud city planning |
| title | Automatic extraction of 3d building meshes from LiDAR data |
| title_full | Automatic extraction of 3d building meshes from LiDAR data |
| title_fullStr | Automatic extraction of 3d building meshes from LiDAR data |
| title_full_unstemmed | Automatic extraction of 3d building meshes from LiDAR data |
| title_short | Automatic extraction of 3d building meshes from LiDAR data |
| title_sort | automatic extraction of 3d building meshes from lidar data |
| topic | laser scanning bim point cloud city planning |
| url | https://ojs.cvut.cz/ojs/index.php/APP/article/view/8125 |
| work_keys_str_mv | AT janvorisek automaticextractionof3dbuildingmeshesfromlidardata AT borekpatzak automaticextractionof3dbuildingmeshesfromlidardata AT danielrypl automaticextractionof3dbuildingmeshesfromlidardata |