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  • 70 Cowcaddens Road, Glasgow Caledonian University

    G4 0BA Glasgow

    United Kingdom

20172019

Research output per year

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Research Output

  • 6 Conference contribution

A convolutional neural network for pavement surface crack segmentation using residual connections and attention gating

Konig, J., Jenkins, M. D., Barrie, P., Mannion, M. & Morison, G., 26 Aug 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 1460-1464 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
  • 99 Downloads (Pure)

    Deep complex neural network learning for high-voltage insulation fault classification from complex bispectrum representation

    Mitiche, I., Jenkins, M. D., Boreham, P., Nesbitt, A. & Morison, G., 18 Nov 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • 74 Downloads (Pure)

    Segmentation of surface cracks based on a fully convolutional neural network and gated scale pooling

    Konig, J., Jenkins, M. D., Barrie, P., Mannion, M. & Morison, G., 18 Nov 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • 61 Downloads (Pure)

    A deep convolutional neural network for semantic pixel-wise segmentation of road and pavement surface cracks

    Jenkins, M. D., Carr, T. A., Iglesias, M. I., Buggy, T. & Morison, G., 3 Dec 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, p. 2120-2124 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • 17 Downloads (Pure)

    Road crack detection using a single stage detector based deep neural network

    Carr, T. A., Jenkins, M. D., Iglesias, M. I., Buggy, T. & Morison, G., 9 Jul 2018, 2018 IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems (EESMS). IEEE, p. 1-5 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution