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Tra Intelligenza Artificiale e H-BIM per la descrizione semantica dei beni culturali: la Certosa di Pisa
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In: 42e Conférence internationale des enseignants des disciplines de la représentation ; https://hal.archives-ouvertes.fr/hal-03360124 ; 42e Conférence internationale des enseignants des disciplines de la représentation, Sep 2021, Reggio Calabria, Italy. ⟨10.3280/oa-693.33⟩ (2021)
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Abstract:
International audience ; Artificial Intelligence (AI) applications to architectural heritage usher promising evolutions in the Graphic arts and design field, as increasingly automated segmentation techniques can be applied to digital and numeric models for the semantic interpretation of survey data and subsequent recon-struction of conceptual and parametric 3D representations. Increasingly automated systems for the semantic description and classification of 3D data are indeed in ever-growing demand, also in view of optimizing Scan-to-BIM processes. In this context, the present contribution describes a semi-au-tomated methodological approach aimed at building semantically rich and intelligible representations starting from survey data. This approach features two core foundations: firstly, the classification and subsequent propagation of architectural types, by means of Artificial Intelligence (AI) algorithms applied to the point clouds; secondly, the reconstruction, in Building Information Modelling (BIM) environment, of the detected element classes, via information transmission procedures and visual programming languages. The analysis of the proposed methodology applies to representative case studies referring to selected settings of the Pisa Charterhouse.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [SHS.ARCHI]Humanities and Social Sciences/Architecture; architectural heritage; artificial intelligence; H-BIM; point clouds; semantic classification; space management
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URL: https://doi.org/10.3280/oa-693.33 https://hal.archives-ouvertes.fr/hal-03360124
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Matérialité et développement des formes sémiotiques : de l'hyperobjet à la niche
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In: EISSN: 2606-0442 ; Signifiances (Signifying) ; https://hal-unilim.archives-ouvertes.fr/hal-03120491 ; Signifiances (Signifying), Université Clermont Auvergne, 2021, ⟨10.18145/signifiances.v4i1.275⟩ (2021)
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Amir Biglari et Nathalie Roelens (éds.), La sémiotique et son autre, Paris, Éditions Kimé, 2019
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In: https://hal-unilim.archives-ouvertes.fr/hal-03108940 ; 2021 (2021)
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Qui gardera les gardiens ? Sur certaines déclinaisons sémiotiques de la transparence en vue d’une évaluation critique des nudges
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In: EISSN: 2270-4957 ; Actes Sémiotiques ; https://hal-unilim.archives-ouvertes.fr/hal-03108925 ; Actes Sémiotiques , Université de Limoges, 2021, ⟨10.25965/as.6720⟩ (2021)
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Entre représentation et pratique du mouvement. L'actualité des manuels de danse du tango argentin.
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In: Corps en mouvements. Arts, médias, médiations. ; https://hal-unilim.archives-ouvertes.fr/hal-03293990 ; Corps en mouvements. Arts, médias, médiations., 2021 (2021)
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Interpreting Developmental Surface Dyslexia within a Comorbidity Perspective
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In: Brain Sciences; Volume 11; Issue 12; Pages: 1568 (2021)
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Surface EMG–based alternative communication (Vojtech et al., 2021) ...
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Surface EMG–based alternative communication (Vojtech et al., 2021) ...
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Surface Electromyography–Based Recognition, Synthesis, and Perception of Prosodic Subvocal Speech
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In: J Speech Lang Hear Res (2021)
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Mobile sociality and the use of the network of personal technologies
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Interpreting Developmental Surface Dyslexia within a Comorbidity Perspective
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In: Brain Sci (2021)
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Introduction
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In: ISSN: 2032-9806 ; Signata - Annales des sémiotiques ; https://hal-unilim.archives-ouvertes.fr/hal-02907281 ; Signata - Annales des sémiotiques, Presses Universitaires de Liège, 2020 (2020)
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Formas y complejidad cultural: notas epistemológicas para una antropología semiótica
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In: ISSN: 1665-1200 ; Tópicos del Seminario: Revista de Semiótica ; https://hal-unilim.archives-ouvertes.fr/hal-02875544 ; Tópicos del Seminario: Revista de Semiótica, Benemérita Universidad Autónoma de Puebla, 2020 (2020)
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Complexité et écologie sémiotique. Remarques à propos de l'ouvrage de Pierluigi Basso Fossali, Vers une écologie sémiotique de la culture
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In: EISSN: 2270-4957 ; Actes Sémiotiques ; https://hal-unilim.archives-ouvertes.fr/hal-02495587 ; Actes Sémiotiques , Université de Limoges, 2020, 123 (2020)
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An integrative cognitive rehabilitation using neurologic music therapy in multiple sclerosis ...
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An integrative cognitive rehabilitation using neurologic music therapy in multiple sclerosis ...
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An integrative cognitive rehabilitation using neurologic music therapy in multiple sclerosis: A pilot study
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Testing the Specificity of Predictors of Reading, Spelling and Maths: A New Model of the Association Among Learning Skills Based on Competence, Performance and Acquisition
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In: Front Hum Neurosci (2020)
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Basque Ethnic Identity and Collective Empowerment: Two Key Factors in Well-Being and Community Participation
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In: Front Psychol (2020)
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Perspectives on informed consent: an investigation into attitudes and practices in relation to informed consent to medical treatment in a group of New Zealand hospitals
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