Automatic crack classification and segmentation on masonry surfaces using convolutional neural networks and transfer learning

Dais, D, Bal, İE, Smyrou, E et al. (1 more author) (2021) Automatic crack classification and segmentation on masonry surfaces using convolutional neural networks and transfer learning. Automation in Construction, 125. 103606. ISSN 0926-5805

Abstract

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Authors/Creators:
Copyright, Publisher and Additional Information: © 2021 The Authors. Published by Elsevier B.V. This is an open access article under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0) (https://creativecommons.org/licenses/by/4.0/)
Keywords: CNN; Masonry; Crack detection; Segmentation; Classification; Transfer learning; Deep learning
Dates:
  • Published: May 2021
  • Accepted: 28 January 2021
  • Published (online): 27 February 2021
Institution: The University of Leeds
Academic Units: The University of Leeds > Faculty of Engineering & Physical Sciences (Leeds) > School of Civil Engineering (Leeds)
Depositing User: Symplectic Publications
Date Deposited: 05 May 2021 13:10
Last Modified: 05 May 2021 13:10
Status: Published
Publisher: Elsevier
Identification Number: https://doi.org/10.1016/j.autcon.2021.103606

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