Workflows for analysing and utilizing large-scale 3D datasets of cultural heritage

Abstract. For 3D content, large-scale datasets, such as Objaverse or ShapeNet, and repositories, such as Sketchfab, have been compiled. Within the European 3DBigDataSpace project, a consortium of 10 partners assesses open licensed 3D models to select and retrieve those models particularly representing cultural heritage objects in Europe to aggregate them into the European Data Space. As key part of that work is the classification and geolocalization of 3D content, with mesh models viewable via different viewers and tested in different scenarios such as museum exhibitions, cultural tourism, or education. This article highlights the steps taken (1) to compile a large-scale pool of 3D assets of cultural heritage and ready-to-use viewer applications and (2) to enrich and (3) utilize them in various settings.

Authors

Institutions

Publication Details

Journal
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
Published
2026-02-12
DOI
https://doi.org/10.5194/isprs-archives-xlviii-2-w12-2026-319-2026
Primary Topic
3D Surveying and Cultural Heritage
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Workflows for analysing and utilizing large-scale 3D datasets of cultural heritage

Alexandru Stan, Dominik Ukolov, Elisa Mariarosaria Farella, Simone Rigon et al.
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
3D Surveying and Cultural Heritage
article

Workflows for analysing and utilizing large-scale 3D datasets of cultural heritage

Alexandru Stan, Dominik Ukolov, Elisa Mariarosaria Farella, Simone Rigon, Francisco De Arriba Perez, Mikołaj Węgrzynowski, Paweł Marciniak, Ying Sun, Fabio Remondino, Silvia García Méndez
article en

Abstract

Abstract. For 3D content, large-scale datasets, such as Objaverse or ShapeNet, and repositories, such as Sketchfab, have been compiled. Within the European 3DBigDataSpace project, a consortium of 10 partners assesses open licensed 3D models to select and retrieve those models particularly representing cultural heritage objects in Europe to aggregate them into the European Data Space. As key part of that work is the classification and geolocalization of 3D content, with mesh models viewable via different viewers and tested in different scenarios such as museum exhibitions, cultural tourism, or education. This article highlights the steps taken (1) to compile a large-scale pool of 3D assets of cultural heritage and ready-to-use viewer applications and (2) to enrich and (3) utilize them in various settings.

˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciencesVol. XLVIII-2/W12-2026
Fondazione Bruno Kessler (IT), Clinical Innovations (United States) (US), Poznan Supercomputing and Networking Center (PL), Universidade de Vigo (ES), Friedrich Schiller University Jena (DE)
Sustainable cities and communities
Openalex Percentile: Top 66%
3D Surveying and Cultural Heritage
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.