Valeria Croce Enseignante-Chercheuse

Identifiants chercheurs

IdHAL :

valeria-croce

ORCID :

0000-0001-9601-3145

Présentation

Engineer and Architect, with a Ph.D. in Civil and Environmental Engineering (Universities of Pisa and Florence) and in Sciences des Métiers de l’Ingénieur (Arts et Métiers ParisTech, Aix-en-Provence), Valeria Croce currently works as Enseignante-Chercheuse (Professor) at the Arts et Métiers Institute of Technology, in Aix-en-Provence. She is a member of the Physical and Digital Systems Engineering Laboratory (LISPEN).Research activity focuses primarily on the intersection between civil and industrial engineering and digital modeling, implementing innovative approaches applied to design, drafting, historicarchitectural heritage, and built heritage in general, as well as production systems. Research interests revolve mainly around architectural and urban surveying for analysis and interpretation,with an interdisciplinary and methodological focus on 3D digital surveying and representation.Her work addresses the issues of interpreting survey data using more automatic tools based on Artificial Intelligence for the supervised recognition of architectural components and deterioratingconditions, as well as for the characterization of visual and geometric aspects of architectural surfaces; the use of H-BIM platforms and the management of Scan-to-BIM processes; the semanticstructuring of architectural representations through web-based and collaborative applications; the application of survey tools for pre- and post-disaster investigations, with reference to territories at high seismic risk.

Publications

Article dans une revue (6)

Comparative Assessment of Neural Radiance Fields and Photogrammetry in Digital Heritage: Impact of Varying Image Conditions on 3D Reconstruction Valeria Croce,Dario Billi,Gabriella Caroti,Andrea Piemonte,Livio De Lucaet al. Remote Sensing, 2024, 16 (2), pp.301. ⟨10.3390/rs16020301⟩ Article dans une revue hal-04930231v1
H-BIM and Artificial Intelligence: Classification of Architectural Heritage for Semi-Automatic Scan-to-BIM Reconstruction Valeria Croce,Gabriella Caroti,Andrea Piemonte,Livio De Luca,Philippe Véron Sensors, 2023, 23 (5), pp.2497. ⟨10.3390/s23052497⟩ Article dans une revue hal-04009294v1
Semi-automatic classification of digital heritage on the Aïoli open source 2D/3D annotation platform via machine learning and deep learning Valeria Croce,Adeline Manuel,Gabriella Caroti,Andrea Piemonte,Livio De Lucaet al. Journal of Cultural Heritage, 2023, 62, pp.187-197. ⟨10.1016/j.culher.2023.05.017⟩ Article dans une revue hal-04130066v1
Machine Learning and Deep Learning for the Built Heritage Analysis: Laser Scanning and UAV-Based Surveying Applications on a Complex Spatial Grid Structure Dario Billi,Valeria Croce,Marco Giorgio Bevilacqua,Gabriella Caroti,Agnese Pasqualettiet al. Remote Sensing, 2023, Mapping and Monitoring of Civil Infrastructures Using LiDAR/Laser Scanning, 15 (8), pp.1961. ⟨10.3390/rs15081961⟩ Article dans une revue hal-04700540v1
H-BIM and Artificial Intelligence: Classification of Architectural Heritage for Semi-Automatic Scan-to-BIM Reconstruction Valeria Croce,Gabriella Caroti,Andrea Piemonte,Livio De Luca,Philippe Véron Sensors, 2023, 23 (5), pp.2497. ⟨10.3390/s23052497⟩ Article dans une revue hal-04009225v1
From the Semantic Point Cloud to Heritage-Building Information Modeling: A Semiautomatic Approach Exploiting Machine Learning Valeria Croce,Gabriella Caroti,Livio De Luca,Kevin Jacquot,Andrea Piemonteet al. Remote Sensing, 2021, 13 (3), pp.461. ⟨10.3390/rs13030461⟩ Article dans une revue hal-03128295v1

Communication dans un congrès (4)

Évolution de la Signification du terme PLM - 20 ans de Littérature Académique Française Axel Dupré,Mathis Cuzin,Antoine Mallet,Benjamin Deguilhem,Victor Fauet al. Colloque S.Mart 2025, GIS S.Mart RAO, May 2025, Vogüé (Ardèche - France), France Communication dans un congrès hal-05244929v1
Semantic mapping of decay and materials through Artificial Intelligence and integrated H-BIM management Valeria Croce,Sara Taddeucci,Gabriella Caroti,Andrea Piemonte,Massimiliano Martinoet al. REAACH-ID 2021, Representation for Enhancement and management through Augmented reality and Artificial intelligence: Cultural Heritage and Innovative Design, Oct 2021, Online, Italy Communication dans un congrès hal-03389874v1
Seismic damage evaluation and decisions on interventions supported by UAV-based surveys Valeria Croce,Dimitris Diamantidis,Miroslav Sýkora PROHITECH 2020, 4th International Conference on Protection of Historical Constructions, Oct 2021, Athènes, Greece Communication dans un congrès hal-03406144v1
Artificial Intelligence and H-BIM for the Semantic Description of Cultural Heritage: the Pisa Charterhouse Valeria Croce,Gabriella Caroti,Livio De Luca,Andrea Piemonte,Philippe Véronet al. 42e Conférence internationale des enseignants des disciplines de la représentation, Sep 2021, Reggio Calabria, Italy. ⟨10.3280/oa-693.33⟩ Communication dans un congrès hal-03360124v1

Thèse (1)

Transfert et repérage d'annotations sémantiques pour le patrimoine architectural. Un système méthodologique combinant Intelligence Artificielle, H-BIM et plateformes d'annotations collaboratives reality-based. Valeria Croce Eco-conception. HESAM Université; Università degli Studi di Firenze, 2022. Français. ⟨NNT : 2022HESAE037⟩ Thèse tel-03708142v1