
Valeria Croce
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, historic architectural 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 deteriorating conditions, 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 semantic structuring 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
Publications
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Seismic damage evaluation and decisions on interventions supported by UAV-based surveysPROHITECH 2020, 4th International Conference on Protection of Historical Constructions, Oct 2021, Athènes, Greece
Communication dans un congrès
hal-03406144
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Semantic mapping of decay and materials through Artificial Intelligence and integrated H-BIM managementREAACH-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-03389874
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Artificial Intelligence and H-BIM for the Semantic Description of Cultural Heritage: the Pisa Charterhouse42e Conférence internationale des enseignants des disciplines de la représentation, Sep 2021, Reggio Calabria, Italy. ⟨10.3280/oa-693.33⟩
Communication dans un congrès
hal-03360124
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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.Eco-conception. HESAM Université; Università degli Studi di Firenze, 2022. Français. ⟨NNT : 2022HESAE037⟩
Thèse
tel-03708142
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