BIM-to-Labelled Point Cloud: Automated Point Cloud Annotation from BIM Models using Bounding Boxes and Solid Geometries

Boudarbala, Saad; Landes, Tania; Macher, Hélène; Bavoux, Thibault

doi:10.5194/isprs-archives-XLIX-B2-2026-117-2026

Articles | Volume XLIX-B2-2026

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Articles | Volume XLIX-B2-2026

https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-117-2026

Articles | Volume XLIX-B2-2026

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23 Jul 2026

| 23 Jul 2026

BIM-to-Labelled Point Cloud: Automated Point Cloud Annotation from BIM Models using Bounding Boxes and Solid Geometries

Saad Boudarbala, Tania Landes, Hélène Macher, and Thibault Bavoux

Saad Boudarbala

Futurmap, 90 Rue Paul Bert, 69003 Lyon, France

Université de Strasbourg, CNRS, INSA Strasbourg, ICube Laboratory UMR 7357, Photogrammetry and Geomatics Group, 67000 Strasbourg, France

Tania Landes

Université de Strasbourg, CNRS, INSA Strasbourg, ICube Laboratory UMR 7357, Photogrammetry and Geomatics Group, 67000 Strasbourg, France

Hélène Macher

https://orcid.org/0000-0002-2686-0864

Université de Strasbourg, CNRS, INSA Strasbourg, ICube Laboratory UMR 7357, Photogrammetry and Geomatics Group, 67000 Strasbourg, France

Thibault Bavoux

Futurmap, 90 Rue Paul Bert, 69003 Lyon, France

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 1229–1236, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-1229-2026,https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-1229-2026, 2026

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 1021–1028, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-1021-2026,https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-1021-2026, 2026

Automatic Segmentation of 3D Gaussian Splatting in Cultural Heritage Complex

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 825–832, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-825-2026,https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-825-2026, 2026

3D Meshing of Challenging Surfaces using Gaussian Splatting

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 801–808, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-801-2026,https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-801-2026, 2026

Metric Assessment of 3D Gaussian Splatting for UAV-Based Urban Heritage Reconstruction

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W17-2025, 379–386, https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-379-2026,https://doi.org/10.5194/isprs-archives-XLVIII-4-W17-2025-379-2026, 2026

Gaussian Splatting for Facade Orthophoto Generation – Comparison with MVS and TLS

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-9-2025, 1059–1064, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-1059-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-1059-2025, 2025

Blurred Areas in Very Short Range Photogrammetry: A Flexible Alternative to Focus-Stacking. Case Study of a Complex-Geometry Ornament of Strasbourg’s Cathedral, France

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From Point Cloud to 4D Thermal Model: Leveraging In-Situ Measurements from a Low-Cost Mobile Mapping System in Rabat, Morocco

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W15-2025, 55–62, https://doi.org/10.5194/isprs-archives-XLVIII-4-W15-2025-55-2025,https://doi.org/10.5194/isprs-archives-XLVIII-4-W15-2025-55-2025, 2025

Automatic detection of doors and windows using point clouds in the context of as-built BIM

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ROOM POINT CLOUDS SEGMENTATION: A NEW APPROACH BASED ON OCCUPANCY AND DENSITY IMAGES

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COMBINATION OF THERMAL INFRARED IMAGES AND LASERSCANNING DATA FOR 3D THERMAL POINT CLOUD GENERATION ON BUILDINGS AND TREES

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BIM-to-Labelled Point Cloud: Automated Point Cloud Annotation from BIM Models using Bounding Boxes and Solid Geometries

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