ADVANCED 3D PARAMETRIC HISTORIC CITY BLOCK MODELING COMBINING 3D SURVEYING, AI AND VPL
The presented research aims to define a parametric modelling methodology that allows, in short time and at a sustainable cost, the digital acquisition, modelling and semantic structuring of urban city blocks to facilitate 3D city modelling applied to historic centres. The methodology is based on fie...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Copernicus Publications
2023-06-01
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| Series: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| Online Access: | https://isprs-archives.copernicus.org/articles/XLVIII-M-2-2023/903/2023/isprs-archives-XLVIII-M-2-2023-903-2023.pdf |
| _version_ | 1797796167319289856 |
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| author | F. M. La Russa E. Grilli F. Remondino C. Santagati M. Intelisano |
| author_facet | F. M. La Russa E. Grilli F. Remondino C. Santagati M. Intelisano |
| author_sort | F. M. La Russa |
| collection | DOAJ |
| description | The presented research aims to define a parametric modelling methodology that allows, in short time and at a sustainable cost, the digital acquisition, modelling and semantic structuring of urban city blocks to facilitate 3D city modelling applied to historic centres. The methodology is based on field surveying and derives 3D data for the realisation of a parametric City Information Model (CIM). This is pursued through the adoption of parametric modelling as main method combined with AI procedures like supervised machine learning. In particular, the Visual Programming Language (VPL) Grasshopper is adopted as main working environment. The methodology proposed, called <i>Scan-to-CIM</i>, is developed to automate the cognitive operations of interpretation and input of surveying data performed in the field in order to create LoD4 city block models in a semi-automatic way. The proposed <i>Scan-to-CIM</i> methodology is applied to a city block located in the historic centre of Catania, Italy. |
| first_indexed | 2024-03-13T03:29:00Z |
| format | Article |
| id | doaj.art-0b81da6ec996428094be7a83bc051171 |
| institution | Directory Open Access Journal |
| issn | 1682-1750 2194-9034 |
| language | English |
| last_indexed | 2024-03-13T03:29:00Z |
| publishDate | 2023-06-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| spelling | doaj.art-0b81da6ec996428094be7a83bc0511712023-06-24T19:02:07ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342023-06-01XLVIII-M-2-202390391010.5194/isprs-archives-XLVIII-M-2-2023-903-2023ADVANCED 3D PARAMETRIC HISTORIC CITY BLOCK MODELING COMBINING 3D SURVEYING, AI AND VPLF. M. La Russa0E. Grilli1F. Remondino2C. Santagati3M. Intelisano4Department of Civil Engineering and Architecture, University of Catania, Catania, Italy3D Optical Metrology (3DOM) unit, Bruno Kessler Foundation (FBK), Trento, Italy3D Optical Metrology (3DOM) unit, Bruno Kessler Foundation (FBK), Trento, ItalyDepartment of Civil Engineering and Architecture, University of Catania, Catania, ItalyDepartment of Civil Engineering and Architecture, University of Catania, Catania, ItalyThe presented research aims to define a parametric modelling methodology that allows, in short time and at a sustainable cost, the digital acquisition, modelling and semantic structuring of urban city blocks to facilitate 3D city modelling applied to historic centres. The methodology is based on field surveying and derives 3D data for the realisation of a parametric City Information Model (CIM). This is pursued through the adoption of parametric modelling as main method combined with AI procedures like supervised machine learning. In particular, the Visual Programming Language (VPL) Grasshopper is adopted as main working environment. The methodology proposed, called <i>Scan-to-CIM</i>, is developed to automate the cognitive operations of interpretation and input of surveying data performed in the field in order to create LoD4 city block models in a semi-automatic way. The proposed <i>Scan-to-CIM</i> methodology is applied to a city block located in the historic centre of Catania, Italy.https://isprs-archives.copernicus.org/articles/XLVIII-M-2-2023/903/2023/isprs-archives-XLVIII-M-2-2023-903-2023.pdf |
| spellingShingle | F. M. La Russa E. Grilli F. Remondino C. Santagati M. Intelisano ADVANCED 3D PARAMETRIC HISTORIC CITY BLOCK MODELING COMBINING 3D SURVEYING, AI AND VPL The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| title | ADVANCED 3D PARAMETRIC HISTORIC CITY BLOCK MODELING COMBINING 3D SURVEYING, AI AND VPL |
| title_full | ADVANCED 3D PARAMETRIC HISTORIC CITY BLOCK MODELING COMBINING 3D SURVEYING, AI AND VPL |
| title_fullStr | ADVANCED 3D PARAMETRIC HISTORIC CITY BLOCK MODELING COMBINING 3D SURVEYING, AI AND VPL |
| title_full_unstemmed | ADVANCED 3D PARAMETRIC HISTORIC CITY BLOCK MODELING COMBINING 3D SURVEYING, AI AND VPL |
| title_short | ADVANCED 3D PARAMETRIC HISTORIC CITY BLOCK MODELING COMBINING 3D SURVEYING, AI AND VPL |
| title_sort | advanced 3d parametric historic city block modeling combining 3d surveying ai and vpl |
| url | https://isprs-archives.copernicus.org/articles/XLVIII-M-2-2023/903/2023/isprs-archives-XLVIII-M-2-2023-903-2023.pdf |
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