VPL geometry processing for open multilevel and multiscalar databases
This study investigates open-source VPL algorithms for storage, geolocalization and comparison of diagnostic multi-sensor data on 3D semi-automatic geometric database extracted from low-cost image-based models and shared on open web-based platform to support information, conservation/restoration and...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Copernicus Publications
2024-12-01
|
| Series: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| Online Access: | https://isprs-archives.copernicus.org/articles/XLVIII-2-W8-2024/273/2024/isprs-archives-XLVIII-2-W8-2024-273-2024.pdf |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850104855208656896 |
|---|---|
| author | E. Lanzara G. Fatigati S. Guardascione M. T. Rapicano |
| author_facet | E. Lanzara G. Fatigati S. Guardascione M. T. Rapicano |
| author_sort | E. Lanzara |
| collection | DOAJ |
| description | This study investigates open-source VPL algorithms for storage, geolocalization and comparison of diagnostic multi-sensor data on 3D semi-automatic geometric database extracted from low-cost image-based models and shared on open web-based platform to support information, conservation/restoration and monitoring of multiscalar elements (e.g. artworks, architectural or urban objects).<br />The information system consists of an interoperable parametric box/synoptic mesh/grid for semi-automatic definition and segmentation of 2D and 3D models of artworks, regardless of size, materials and digitalisation technique to validate interoperability between VPL algorithm and different information systems/approaches (e.g. BIM/HBIM, EM, multiplatform graphic engines): restorers and diagnosers can geolocate and annotate numerous results, observations, hypotheses or indications in geometric cells to visualize and compare heterogeneous visible and invisible structural and material data at different levels of detail. The database consists of a neutral grid extracted from the 3D reality-based mesh to wrap points cloud, surface or mesh: box or grid cells work as containers for storage of diagnostic information; the texture is however displayed in 3D modeler/viewer as visual reference for data geolocalization. The system allows semi-automatic clustering of areas, cells, colours attribution and labelling of text and image from link data list. The algorithm has been tested on high resolution images and architectural/structural object-oriented elements (VPL-BIM interoperability) and it is in progress on digital photogrammetric models of artworks. Work in progress consists of testing the algorithmic database on the largest number of works and elements, also considering the integration of automatic AI Data annotation/comparison as possible future works. |
| format | Article |
| id | doaj-art-0f4abc06d03b49edba2f56429cd5343f |
| institution | DOAJ |
| issn | 1682-1750 2194-9034 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| spelling | doaj-art-0f4abc06d03b49edba2f56429cd5343f2025-08-20T02:39:14ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342024-12-01XLVIII-2-W8-202427328010.5194/isprs-archives-XLVIII-2-W8-2024-273-2024VPL geometry processing for open multilevel and multiscalar databasesE. Lanzara0G. Fatigati1S. Guardascione2M. T. Rapicano3Department of Humanities, University Suor Orsola Benincasa of Naples, ItalyDepartment of Humanities, University Suor Orsola Benincasa of Naples, ItalyDepartment of Humanities, University Suor Orsola Benincasa of Naples, ItalyDepartment of Humanities, University Suor Orsola Benincasa of Naples, ItalyThis study investigates open-source VPL algorithms for storage, geolocalization and comparison of diagnostic multi-sensor data on 3D semi-automatic geometric database extracted from low-cost image-based models and shared on open web-based platform to support information, conservation/restoration and monitoring of multiscalar elements (e.g. artworks, architectural or urban objects).<br />The information system consists of an interoperable parametric box/synoptic mesh/grid for semi-automatic definition and segmentation of 2D and 3D models of artworks, regardless of size, materials and digitalisation technique to validate interoperability between VPL algorithm and different information systems/approaches (e.g. BIM/HBIM, EM, multiplatform graphic engines): restorers and diagnosers can geolocate and annotate numerous results, observations, hypotheses or indications in geometric cells to visualize and compare heterogeneous visible and invisible structural and material data at different levels of detail. The database consists of a neutral grid extracted from the 3D reality-based mesh to wrap points cloud, surface or mesh: box or grid cells work as containers for storage of diagnostic information; the texture is however displayed in 3D modeler/viewer as visual reference for data geolocalization. The system allows semi-automatic clustering of areas, cells, colours attribution and labelling of text and image from link data list. The algorithm has been tested on high resolution images and architectural/structural object-oriented elements (VPL-BIM interoperability) and it is in progress on digital photogrammetric models of artworks. Work in progress consists of testing the algorithmic database on the largest number of works and elements, also considering the integration of automatic AI Data annotation/comparison as possible future works.https://isprs-archives.copernicus.org/articles/XLVIII-2-W8-2024/273/2024/isprs-archives-XLVIII-2-W8-2024-273-2024.pdf |
| spellingShingle | E. Lanzara G. Fatigati S. Guardascione M. T. Rapicano VPL geometry processing for open multilevel and multiscalar databases The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| title | VPL geometry processing for open multilevel and multiscalar databases |
| title_full | VPL geometry processing for open multilevel and multiscalar databases |
| title_fullStr | VPL geometry processing for open multilevel and multiscalar databases |
| title_full_unstemmed | VPL geometry processing for open multilevel and multiscalar databases |
| title_short | VPL geometry processing for open multilevel and multiscalar databases |
| title_sort | vpl geometry processing for open multilevel and multiscalar databases |
| url | https://isprs-archives.copernicus.org/articles/XLVIII-2-W8-2024/273/2024/isprs-archives-XLVIII-2-W8-2024-273-2024.pdf |
| work_keys_str_mv | AT elanzara vplgeometryprocessingforopenmultilevelandmultiscalardatabases AT gfatigati vplgeometryprocessingforopenmultilevelandmultiscalardatabases AT sguardascione vplgeometryprocessingforopenmultilevelandmultiscalardatabases AT mtrapicano vplgeometryprocessingforopenmultilevelandmultiscalardatabases |