Developing a new deep learning CNN model to detect and classify highway cracks

Faris Elghaish; Saeed Talebi; Essam Abdellatef; Sandra T. Matarneh; M. Reza Hosseini; Song Wu; Mohammad Mayouf; Aso Hajirasouli; The Quan Nguyen

doi:10.1108/JEDT-04-2021-0192

Developing a new deep learning CNN model to detect and classify highway cracks

Faris Elghaish
, Saeed Talebi^*
, Essam Abdellatef
, Sandra T. Matarneh
, M. Reza Hosseini
, Song Wu
, Mohammad Mayouf
, Aso Hajirasouli
, The Quan Nguyen

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

54 Citations (SciVal)

Original language	English
Journal	Journal of Engineering, Design and Technology
DOIs	https://doi.org/10.1108/JEDT-04-2021-0192
Publication status	Published (VoR) - 16 Aug 2021

Keywords

Classify
Convolutional neural network (CNN)
Deep learning
Highway cracks
Optimization algorithms

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10.1108/JEDT-04-2021-0192

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@article{b008f1f12f044af09afd12685a6a7884,

title = "Developing a new deep learning CNN model to detect and classify highway cracks",

keywords = "Classify, Convolutional neural network (CNN), Deep learning, Highway cracks, Optimization algorithms",

author = "Faris Elghaish and Saeed Talebi and Essam Abdellatef and Matarneh, \{Sandra T.\} and Hosseini, \{M. Reza\} and Song Wu and Mohammad Mayouf and Aso Hajirasouli and Nguyen, \{The Quan\}",

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

year = "2021",

month = aug,

day = "16",

doi = "10.1108/JEDT-04-2021-0192",

language = "English",

journal = "Journal of Engineering, Design and Technology",

issn = "1726-0531",

publisher = "Emerald Publishing",

}

TY - JOUR

T1 - Developing a new deep learning CNN model to detect and classify highway cracks

AU - Elghaish, Faris

AU - Talebi, Saeed

AU - Abdellatef, Essam

AU - Matarneh, Sandra T.

AU - Hosseini, M. Reza

AU - Wu, Song

AU - Mayouf, Mohammad

AU - Hajirasouli, Aso

AU - Nguyen, The Quan

PY - 2021/8/16

Y1 - 2021/8/16

KW - Classify

KW - Convolutional neural network (CNN)

KW - Deep learning

KW - Highway cracks

KW - Optimization algorithms

UR - https://www.scopus.com/pages/publications/85113181287

UR - https://www.scopus.com/pages/publications/85113181287#tab=citedBy

UR - https://www.open-access.bcu.ac.uk/11868/

U2 - 10.1108/JEDT-04-2021-0192

DO - 10.1108/JEDT-04-2021-0192

M3 - Article

AN - SCOPUS:85113181287

SN - 1726-0531

JO - Journal of Engineering, Design and Technology

JF - Journal of Engineering, Design and Technology

ER -

Developing a new deep learning CNN model to detect and classify highway cracks

Keywords

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