A novel application of deep learning with image cropping : a smart city use case for flood monitoring

Mishra, B.K., Thakker, D., Mazumdar, S. orcid.org/0000-0002-0748-7638 et al. (3 more authors) (2020) A novel application of deep learning with image cropping : a smart city use case for flood monitoring. Journal of Reliable Intelligent Environments. ISSN 2199-4668

Abstract

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Copyright, Publisher and Additional Information: © 2020 The Authors. This article is licensed under a Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made.
Keywords: Image classification; Deep learning; DCNN; IoT sensors; Drainage blockage
Dates:
  • Accepted: 21 January 2020
  • Published (online): 24 February 2020
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Social Sciences (Sheffield) > Information School (Sheffield)
Depositing User: Symplectic Sheffield
Date Deposited: 25 Feb 2020 13:43
Last Modified: 25 Feb 2020 13:43
Status: Published online
Publisher: Springer
Refereed: Yes
Identification Number: https://doi.org/10.1007/s40860-020-00099-x

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