BIM representation and classification of masonry pathologies using semi-automatic procedure

Bernardello, Rachele Angela; Borin, Paolo; Panarotto, Federico; Giordano, Andrea; Valluzzi, María Rosa

doi:10.1201/9781003098508-109

Cited by 2 publications

(1 citation statement)

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“…Range-based modelling, instead, is based on active sensors, which provide a highly detailed and accurate representation of a 3D object or structure; an example of active sensor is the terrestrial laser scanner-TLS . Some studies and researches in the field of cultural heritage digitisation, use graphic representation in order to extract information from orthophotos and/or graphic restitution of the key elements of the examined structure; in this way, it is possible to build parametric and semantic models with BIM (Vach et al, 2018;Bernardello et al, 2020;Solla et al, 2020) or 3DGIS (Jedlička, 2018;Pepe et al, 2021) systems. However, the survey for 2D representation through orthophotos and Computer Aided Design-CAD continues to be a method of analysis and research in digital heritage projects (Đurić et al, 2021).…”

Section: Introductionmentioning

confidence: 99%

Production of High Geometric Resolution Orthophotos by Photogrammetric Approach for the Royal Racconigi Castel Park Documentation

Alfio¹,

COSTANTINO²,

PEPE³

et al. 2023

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The aim of this work concerns the development of a simple and rigorous procedure for the construction of metric orthophotos in high geometric resolution and rich in detail through the use of terrestrial and UAV photogrammetry techniques. This approach has been tested on various datasets relating to the Racconigi Castle (Italy) and has allowed the state of the sites to be documented. All the orthophotos produced made it possible to identify the critical areas from a conservation point of view and, at the same time, to create a support tool that makes it possible to identify, with high precision, the damaged areas in a short time thanks to the georeferencing of the processed models.

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Section: Introductionmentioning

confidence: 99%

Production of High Geometric Resolution Orthophotos by Photogrammetric Approach for the Royal Racconigi Castel Park Documentation

Alfio¹,

COSTANTINO²,

PEPE³

et al. 2023

View full text Add to dashboard Cite

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Machine Learning and Artificial Intelligence for Smart Visualization, Presentation, and Study of Architecture and Engineering in the Urban Environment

Giordano

Huffman

Bernardello

et al. 2022

Advances in Human and Social Aspects of Technology

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This research experiments the theme of cultural heritage (CH) in architectural/engineering fields, located in urban space. Primary sources and new tactics for digital reconstruction allow interactive contextualization-access to often inaccessible data creating pedagogical apps for spreading. Digital efforts are central, in recent years based on new technological opportunities that emerged from big data, Semantic Web technologies, and exponential growth of data accessible through digital libraries – EUROPEANA. Also, the use of data-based BIM allowed the gaining of high-level semantic concepts. Then, interdisciplinary collaborations between ICT and humanities disciplines are crucial for the advance of workflows that allow research on CH to exploit machine learning approaches. This chapter traces the visualizing cities progress, involving Duke and Padua University. This initiative embraces the analysis of urban systems to reveal with diverse methods how documentation/understanding of cultural sites complexities is part of a multimedia process that includes digital visualization of CH.

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BIM representation and classification of masonry pathologies using semi-automatic procedure

Cited by 2 publications

References 1 publication

Production of High Geometric Resolution Orthophotos by Photogrammetric Approach for the Royal Racconigi Castel Park Documentation

Production of High Geometric Resolution Orthophotos by Photogrammetric Approach for the Royal Racconigi Castel Park Documentation

Machine Learning and Artificial Intelligence for Smart Visualization, Presentation, and Study of Architecture and Engineering in the Urban Environment

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