Deep learning for detecting distresses in buildings and pavements: a critical gap analysis

Faris Elghaish; Sandra T. Matarneh; Saeed Talebi; Soliman Abu-Samra; Ghazal Salimi; Christopher Rausch

doi:10.1108/CI-09-2021-0171

Deep learning for detecting distresses in buildings and pavements: a critical gap analysis

Faris Elghaish^*
, Sandra T. Matarneh
, Saeed Talebi
, Soliman Abu-Samra
, Ghazal Salimi
, Christopher Rausch

^*Corresponding author for this work

Research output: Contribution to journal › Review article › peer-review

23 Citations (SciVal)

Original language	English
Journal	Construction Innovation
DOIs	https://doi.org/10.1108/CI-09-2021-0171
Publication status	Published (VoR) - 9 Nov 2021

Keywords

CNN
Deep learning
Distresses detection
Highway maintenance
Pavement cracks
Structural health evaluation

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10.1108/CI-09-2021-0171

Cite this

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title = "Deep learning for detecting distresses in buildings and pavements: a critical gap analysis",

keywords = "CNN, Deep learning, Distresses detection, Highway maintenance, Pavement cracks, Structural health evaluation",

author = "Faris Elghaish and Matarneh, \{Sandra T.\} and Saeed Talebi and Soliman Abu-Samra and Ghazal Salimi and Christopher Rausch",

note = "Publisher Copyright: {\textcopyright} 2021, Emerald Publishing Limited.",

year = "2021",

month = nov,

day = "9",

doi = "10.1108/CI-09-2021-0171",

language = "English",

journal = "Construction Innovation",

issn = "1471-4175",

publisher = "Emerald Publishing",

}

TY - JOUR

T1 - Deep learning for detecting distresses in buildings and pavements

T2 - a critical gap analysis

AU - Elghaish, Faris

AU - Matarneh, Sandra T.

AU - Talebi, Saeed

AU - Abu-Samra, Soliman

AU - Salimi, Ghazal

AU - Rausch, Christopher

PY - 2021/11/9

Y1 - 2021/11/9

KW - CNN

KW - Deep learning

KW - Distresses detection

KW - Highway maintenance

KW - Pavement cracks

KW - Structural health evaluation

UR - https://www.scopus.com/pages/publications/85118688785

UR - https://www.scopus.com/pages/publications/85118688785#tab=citedBy

U2 - 10.1108/CI-09-2021-0171

DO - 10.1108/CI-09-2021-0171

M3 - Review article

AN - SCOPUS:85118688785

SN - 1471-4175

JO - Construction Innovation

JF - Construction Innovation

ER -

Deep learning for detecting distresses in buildings and pavements: a critical gap analysis

Keywords

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