Photogrammetry on 3D Renders of Parametric Built Heritage Models for Interoperability

Sommer, Etienne; Manfredi, Vasili; Bolognesi, Cecilia Maria; Koehl, Mathieu; Grussenmeyer, Pierre

doi:10.5194/isprs-archives-XLVIII-2-W12-2026-447-2026

HBIM for a Coordinated Renovation of Historical Assets at Risk

Cecilia Bolognesi, Valentina Demo, and Mirko Bovi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-9-2025, 165–170, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-165-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-165-2025, 2025

Color Homogenization in 3D Reconstruction of Castles from Heterogeneous Imaging Sources

Angeliki Oraiozili Gyftodimou, Pierre Grussenmeyer, Maria Pateraki, Etienne Sommer, and Mathieu Koehl

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-9-2025, 549–556, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-549-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-549-2025, 2025

Creation of an Immersive Game for a CAVE Environment, around the Rhine Castles 3D and 4D Models

Jade-Emmanuelle Heitz and Mathieu Koehl

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-9-2025, 565–572, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-565-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-565-2025, 2025

Managing 4D Modelling Supported by Modern Archaeology for the In-Depth Study of a Ruined Castle – Oedenbourg Castle in Alsace, France

Mathieu Koehl, Jade-Emmanuelle Heitz, Jacky Koch, and Etienne Sommer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-9-2025, 749–756, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-749-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-749-2025, 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

Yannick Faure, Pierre Grussenmeyer, and Tania Landes

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-M-2-2025, 89–96, https://doi.org/10.5194/isprs-annals-X-M-2-2025-89-2025,https://doi.org/10.5194/isprs-annals-X-M-2-2025-89-2025, 2025

A dataset to test AI on forensic scenes

Hervé Daudigny and Pierre Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W8-2024, 117–123, https://doi.org/10.5194/isprs-archives-XLVIII-2-W8-2024-117-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W8-2024-117-2024, 2024

Low-cost Real-Time monitoring with BIM Integration in a Polluted Urban Environment

Domenico D'Uva and Cecilia Bolognesi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W8-2024, 133–138, https://doi.org/10.5194/isprs-archives-XLVIII-2-W8-2024-133-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W8-2024-133-2024, 2024

Valorization of 3D/4D models of disappeared or ruined heritage sites in 3D modeling environments

Mathieu Koehl, Jade-Emmanuelle Heitz, Etienne Sommer, and Matthieu Fuchs

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W8-2024, 235–242, https://doi.org/10.5194/isprs-archives-XLVIII-2-W8-2024-235-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W8-2024-235-2024, 2024

Using Hyperfocal Distance in Close-Range Photogrammetry for Indoor Modelling

Etienne Sommer, Mathieu Koehl, and Pierre Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W7-2024, 161–168, https://doi.org/10.5194/isprs-archives-XLVIII-2-W7-2024-161-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W7-2024-161-2024, 2024

OPTIMIZATION OF VR APPLICATION IN TEXTURING CULTURAL HERITAGE

C. M. Bolognesi and V. Manfredi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 73–78, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-73-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-73-2024, 2024

PROCESS OF CREATING AND COMPARING 4D MODELS OF RHENISH CASTLES IN DIFFERENT MODELING ENVIRONMENTS

M. Koehl, J. E. Heitz, D. Rigaud, and S. Guillemin

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 263–270, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-263-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-263-2024, 2024

COMPARISON OF STATE-OF-THE-ART MULTI-VIEW STEREO SOLUTIONS FOR CLOSE RANGE HERITAGE DOCUMENTATION

A. Murtiyoso, J. Markiewicz, A. K. Karwel, P. Grussenmeyer, and P. Kot

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 317–323, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-317-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-317-2024, 2024

CRAFTING AND MODIFYING RHINE CASTLE MODELS WITH PARAMETRIC MODELING IN BLENDER

E. Sommer, M. Koehl, and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 405–412, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-405-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-405-2024, 2024

HERITAGE DECAY VISIBLE IN HBIM MODELS

C. M. Bolognesi, A. Garipova, and M. Kuznetsova

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 253–259, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-253-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-253-2023, 2023

INITIAL ASSESSMENT ON THE USE OF STATE-OF-THE-ART NERF NEURAL NETWORK 3D RECONSTRUCTION FOR HERITAGE DOCUMENTATION

A. Murtiyoso and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1113–1118, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1113-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1113-2023, 2023

SYNTHETIC DATA GENERATION AND TESTING FOR THE SEMANTIC SEGMENTATION OF HERITAGE BUILDINGS

E. Pellis, A. Masiero, P. Grussenmeyer, M. Betti, and G. Tucci

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1189–1196, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1189-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1189-2023, 2023

SCAN TO BIM PROCESSES: HERITAGE ACCURACY VERSUS BIM SEMANTIC

C. M. Bolognesi and D. Bassorizzi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 267–272, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-267-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-267-2023, 2023

CULTURAL HERITAGE DISSEMINATION: BIM MODELLING AND AR APPLICATION FOR A DIACHRONIC TALE

F. Fiorillo and C. M. Bolognesi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 563–570, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-563-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-563-2023, 2023

3D AND HBIM MODELS: DIGITAL TOOLS FOR THE DIAGNOSTIC STUDY OF THE STAIR TURRET OF THE SOUTH-EAST CORNER OF THE MAIN TOWER OF STRASBOURG CATHEDRAL

M. Koehl, V. Steiner, S. Guillemin, F. Degenève, A. Zabollone, I. Bignon, C. Taufflieb, L. Tisserand, and L. Hedtmann

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 871–878, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-871-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-871-2023, 2023

A PERFORMANCE COMPARISON BETWEEN SEGNET AND DEEPLABV3+ ON THE SEMANTIC SEGMENTATION OF HERITAGE BUILDINGS

E. Pellis, A. Masiero, I. Cortesi, G. Tucci, M. Betti, and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 379–386, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-379-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-379-2023, 2023

EXTRACTION OF ROAD MARKINGS FROM MLS DATA: A REVIEW

E. Barçon, T. Landes, P. Grussenmeyer, and G. Berson

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 7–14, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-7-2022,https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-7-2022, 2022

EVALUATION OF LOW-COST DEPTH SENSORS FOR OUTDOOR APPLICATIONS

R. Haenel, Q. Semler, E. Semin, P. Grussenmeyer, and S. Tabbone

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 101–108, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-101-2022,https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-101-2022, 2022

HOLOGRAPHIC VISIONS FOR ARCHITECTURE IN A PARK

C. Bolognesi, M. Vespasiani, and Y. Zhang

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 441–446, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-441-2022,https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-441-2022, 2022

INTEGRATION OF DEPTH MAPS FROM ARCORE TO PROCESS POINT CLOUDS IN REAL TIME ON A SMARTPHONE

R. Haenel, Q. Semler, E. Semin, P. Grussenmeyer, and E. Alby

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 201–208, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-201-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-201-2022, 2022

VECTORIZATION OF URBAN MLS POINT CLOUDS: A SEQUENTIAL APPROACH USING CROSS SECTIONS

E. Barçon, T. Landes, P. Grussenmeyer, and G. Berson

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 351–358, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-351-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-351-2022, 2022

2D TO 3D LABEL PROPAGATION FOR THE SEMANTIC SEGMENTATION OF HERITAGE BUILDING POINT CLOUDS

E. Pellis, A. Murtiyoso, A. Masiero, G. Tucci, M. Betti, and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 861–867, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-861-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-861-2022, 2022

3D MODELLING OF TRAM TUNNEL FROM TLS POINT CLOUDS FOR TECHNICAL DOCUMENTATION AND EXTRACTION OF CHARACTERISTIC LINES

M. Koehl, D. Schueller, O. Barrot, and S. Guillemin

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 1047–1054, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1047-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1047-2022, 2022

USE OF TREE HEIGHT FOR MANGROVE SPECIES CLASSIFICATION

L. Roy, C. Marchand, T. Landes, H. Macher, and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 691–697, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-691-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-691-2022, 2022

AUTOMATIC TRAINING DATA GENERATION IN DEEP LEARNING-AIDED SEMANTIC SEGMENTATION OF HERITAGE BUILDINGS

A. Murtiyoso, F. Matrone, M. Martini, A. Lingua, P. Grussenmeyer, and R. Pierdicca

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 317–324, https://doi.org/10.5194/isprs-annals-V-2-2022-317-2022,https://doi.org/10.5194/isprs-annals-V-2-2022-317-2022, 2022

STUDY OF DIFFERENT APPROACHES TO PHOTOREALISTIC MODELLING AND RENDERING OF COMPLEX SURFACES

T. Dellarovere, M. Koehl, and J. Rodrigues

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 183–190, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-183-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-183-2022, 2022

AUTOMATIC POINT CLOUD NOISE MASKING IN CLOSE RANGE PHOTOGRAMMETRY FOR BUILDINGS USING AI-BASED SEMANTIC LABELLING

A. Murtiyoso and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 389–393, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-389-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-389-2022, 2022

AN IMAGE-BASED DEEP LEARNING WORKFLOW FOR 3D HERITAGE POINT CLOUD SEMANTIC SEGMENTATION

E. Pellis, A. Murtiyoso, A. Masiero, G. Tucci, M. Betti, and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 429–434, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-429-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-429-2022, 2022

MANAGEMENT OF H-BIM MODEL IN HOLOGRAPHIC VISUALIZATION

C. M. Bolognesi, S. Balin, and A. La Conca

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-5-W1-2022, 41–46, https://doi.org/10.5194/isprs-archives-XLVI-5-W1-2022-41-2022,https://doi.org/10.5194/isprs-archives-XLVI-5-W1-2022-41-2022, 2022

THE VIRTUAL HISTORICAL RECONSTRUCTION OF THE CERCHIA DEI NAVIGLI OF MILAN: FROM HISTORICAL ARCHIVES, 3D SURVEY AND HBIM TO THE VIRTUAL VISUAL STORYTELLING

F. Banfi, C. M. Bolognesi, J. A. Bonini, and A. Mandelli

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 39–46, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-39-2021,https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-39-2021, 2021

HOLOGRAPHIC VISUALIZATION AND MANAGEMENT OF BIG POINT CLOUD

C. M. Bolognesi, S. Teruggi, and F. Fiorillo

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 71–78, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-71-2021,https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-71-2021, 2021

EXPERIMENTS USING SMARTPHONE-BASED VIDEOGRAMMETRY FOR LOW-COST CULTURAL HERITAGE DOCUMENTATION

A. Murtiyoso and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 487–491, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-487-2021,https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-487-2021, 2021

HERITAGE DOCUMENTATION AND KNOWLEDGE TRANSFER: A REPORT ON THE CIPA TROPICAL SCHOOL IN CANDI SEWU (INDONESIA)

A. Murtiyoso, D. Suwardhi, P. Grussenmeyer, W. A. Fadilah, K. N. Fauzan, S. W. Trisyanti, Brahmantara, and H. Macher

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 493–497, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-493-2021,https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-493-2021, 2021

ASSEMBLING AN IMAGE AND POINT CLOUD DATASET FOR HERITAGE BUILDING SEMANTIC SEGMENTATION

E. Pellis, A. Masiero, G. Tucci, M. Betti, and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 539–546, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-539-2021,https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-539-2021, 2021

SEMANTIC SEGMENTATION FOR BUILDING FAÇADE 3D POINT CLOUD FROM 2D ORTHOPHOTO IMAGES USING TRANSFER LEARNING

A. Murtiyoso, C. Lhenry, T. Landes, P. Grussenmeyer, and E. Alby

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 201–206, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-201-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-201-2021, 2021

SYNTHETIC DATA GENERATION PIPELINE FOR GEOMETRIC DEEP LEARNING IN ARCHITECTURE

S. Fedorova, A. Tono, M. S. Nigam, J. Zhang, A. Ahmadnia, C. Bolognesi, and D. Michels

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 337–344, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-337-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-337-2021, 2021

FIRST ASSESSMENTS INTO THE USE OF COMMERCIAL-GRADE SOLID STATE LIDAR FOR LOW COST HERITAGE DOCUMENTATION

A. Murtiyoso, P. Grussenmeyer, T. Landes, and H. Macher

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 599–604, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-599-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-599-2021, 2021

THE MEMORY OF A 2ND WW CAMP: 3D MODELING USING THE COMBINATION OF HYBRID TECHNOLOGIES

M. Koehl, Y. Seddik, A. Calay, J. Brangé, M. Landolt, F. Basoge, S. Guillemin, and L. Lutz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 875–882, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-875-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-875-2021, 2021

Photogrammetry on 3D Renders of Parametric Built Heritage Models for Interoperability

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