Semantic annotations on heritage models : 2d/3d approaches and future research challenge
Communication avec acte
Auteur
CROCE, Valeria
261638 Modèles et simulations pour l'Architecture et le Patrimoine [MAP]
543315 Laboratoire d’Ingénierie des Systèmes Physiques et Numériques [LISPEN]
261638 Modèles et simulations pour l'Architecture et le Patrimoine [MAP]
543315 Laboratoire d’Ingénierie des Systèmes Physiques et Numériques [LISPEN]
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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Article dans une revue avec comité de lectureCROCE, 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 ...
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Ouvrage scientifiqueCROCE, Valeria; GABRIELLA, CAROTI; DE LUCA, L.; PIEMONTE, A; VERON, 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 ...
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Article dans une revue avec comité de lectureCROCE, 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 ...
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Article dans une revue avec comité de lectureNowadays most digital reconstructions in architecture and archeology describe buildings heritage as awhole of static and unchangeable entities. However, historical sites can have a rich and complex history, sometimes full ...
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Article dans une revue avec comité de lectureDE LUCA, Livio; BUSAYARAT, Chawee; STEFANI, Chiara; FLORENZANO, Michel; VERON, Philippe (Elsevier, 2011)This essay focuses on the fields of architectural documentation and digital representation. We present a research paper concerning the development of an information system at the scale of architecture, taking into account ...