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Automatic monitoring of the bio colonisation of historical building's facades through convolutional neural networks (CNN)

Bibliographic Data

ID4725148
AuthorsMarco D''Orazio (0000-0003-3779-4361, Marche Polytechnic University, corresponding author), Andrea Gianangeli (0000-0003-2936-437X, Marche Polytechnic University), Francesco Monni (0009-0001-4359-9311, Marche Polytechnic University), Enrico Quagliarini (0000-0002-1091-8929, Marche Polytechnic University)
Year2024
Volume70
Pages80-89
Publication date2024-11-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueJournal of Cultural Heritage (JOURNAL)
Journal identifiersISSN: 1296-2074 • E-ISSN: 1778-3674
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.culher.2024.08.012
OpenAlexW4402517324
LanguageEN
Citations received4
References cited63

Archaeology · Architectural engineering · Artificial neural network · Colonisation · Colonization · Convolutional neural network · 3D Surveying and Cultural Heritage · Building materials and conservation · Computer Science · Conservation Techniques and Studies · Engineering · Environmental Science · History · Artificial Intelligence

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  • Biodeterioration of stone

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  • Examining the association between socio-demographic composition and Covid-19 fatalities in the European region using spatial regression approach

    Open Access•Srikanta Sannigrahi, Francesco Pilla et al.•Sustainable Cities and Society•2020

  • An evaluation of decision-making process on maintenance of built cultural heritage

    Open Access•Esra Eken, Burcu Taşcı et al.•Cities•2019

  • The deep learning method applied to the detection and mapping of stone deterioration in open-air sanctuaries of the Hittite period in Anatolia

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  • Science, value and material decay in the conservation of historic environments

    Open Access•Rachel Douglas‐jone, Rachel Douglas-Jones et al.•Journal of Cultural Heritage•2016

  • Biological colonization and biodeterioration of architectural ceramic materials

    Open Access•Mathilda L Coutinho, Ana Z Miller et al.•Journal of Cultural Heritage•2015

  • CNN-based statistics and location estimation of missing components in routine inspection of historic buildings

    Open Access•Zheng Zou, Xuefeng Zhao et al.•Journal of Cultural Heritage•2019

  • Changes in biodeterioration patterns of mural paintings

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Unique citing works4
Citations per year4
Citation span2025 - 2026 (2)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 3

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