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Semantic annotations on heritage models : 2d/3d approaches and future research challenge

Communication avec acte
Auteur
ccCROCE, Valeria
261638 Modèles et simulations pour l'Architecture et le Patrimoine [MAP]
543315 Laboratoire d’Ingénierie des Systèmes Physiques et Numériques [LISPEN]
CAROTI, G.
DE LUCA, L.
261638 Modèles et simulations pour l'Architecture et le Patrimoine [MAP]
441569 Centre National de la Recherche Scientifique [CNRS]
PIEMONTE, A.
VÉRON, P.
58355 École Nationale Supérieure des Arts et Métiers [ENSAM]
543315 Laboratoire d’Ingénierie des Systèmes Physiques et Numériques [LISPEN]

URI
http://hdl.handle.net/10985/19985
DOI
10.5194/isprs-archives-xliii-b2-2020-829-2020
Date
2020

Résumé

Abstract. Research in the field of Cultural Heritage is increasingly moving towards the creation of digital information systems, in which the geometric representation of an artifact is linked to some external information, through meaningful tags. The process of attributing additional and structured information to various elements in a given digital model is customarily identified with the term semantic annotation; the added contextual information is associated, for instance, to analysis and conservation terms. Starting from the existing literature, aim of this work is to discuss how semantic annotations are used, in digital architectural heritage models, to link the geometrical representation of an artefact with knowledge-related information. Most consolidated methods -such as traditional mapping on 2D media, are compared with more recent approaches making the most of 3D representation. Reference is made, in particular, to Heritage-BIM techniques and to collaborative reality-based platforms, such as Aïoli (http://aioli.cloud). Potentialities and limits of the different solutions proposed in literature are critically discussed, also addressing future research challenges in Cultural Heritage application fields.

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  • Laboratoire d’Ingénierie des Systèmes Physiques Et Numériques (LISPEN)

Documents liés

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  • Tra Intelligenza Artificiale e H-BIM per la descrizione semantica dei beni culturali: la Certosa di Pisa 
    Ouvrage scientifique
    ccCROCE, Valeria; GABRIELLA, CAROTI; DE LUCA, L.; PIEMONTE, A; ccVERON, Philippe (FrancoAngeli srl, 2021)
    L’applicazione dell’Intelligenza Artificiale (IA) ai beni architettonici introduce promettenti evoluzioni nel settore del Disegno: tecniche più automatizzate di segmentazione semantica possono essere estese al modello ...
  • H-BIM and Artificial Intelligence: Classification of Architectural Heritage for Semi-Automatic Scan-to-BIM Reconstruction 
    Article dans une revue avec comité de lecture
    ccCROCE, Valeria; CAROTI, Gabriella; PIEMONTE, Andrea; DE LUCA, Livio; VÉRON, Philippe (MDPI AG, 2023-02-23)
    We propose a semi-automatic Scan-to-BIM reconstruction approach, making the most of Artificial Intelligence (AI) techniques, for the classification of digital architectural heritage data. Nowadays, Heritage- or Historic-Building ...
  • From the Semantic Point Cloud to Heritage-Building Information Modeling: A Semiautomatic Approach Exploiting Machine Learning 
    Article dans une revue avec comité de lecture
    ccCROCE, Valeria; CAROTI, Gabriella; DE LUCA, Livio; JACQUOT, Kévin; PIEMONTE, Andrea; VÉRON, Philippe (MDPI, 2021)
    This work presents a semi-automatic approach to the 3D reconstruction of Heritage-Building Information Models from point clouds based on machine learning techniques. The use of digital information systems leveraging on ...
  • A generic formalism for the semantic modeling and representation of architectural elements 
    Article dans une revue avec comité de lecture
    DE LUCA, Livio; FLORENZANO, Michel; ccVERON, Philippe (Springer Verlag, 2007)
    This article presents a methodological approach to the semantic description of architectural elements based both on theoretical reflections and research experiences. To develop this approach, a first process of extraction ...
  • Review of the “ as-buit BIM ” approaches 
    Communication avec acte
    HICHRI, Nouha; STEFANI, Chiara; DE LUCA, Livio; ccVERON, Philippe (Proceedings of the 3D-ARCH International Conference, 2013)
    Today, we need 3D models of heritage buildings in order to handle more efficiently projects of restoration, documentation and maintenance. In this context, developing a performing approach, based on a first phase of building ...

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