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  • 70 Cowcaddens Road, Glasgow Caledonian University

    G4 0BA Glasgow

    United Kingdom

20192019
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Fingerprint Dive into the research topics where Mark Jenkins is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 7 Similar Profiles
Neural networks Engineering & Materials Science
Cracks Engineering & Materials Science
Pavements Engineering & Materials Science
Insulation Engineering & Materials Science
Power plants Engineering & Materials Science
Electric potential Engineering & Materials Science
Inspection Engineering & Materials Science
Network architecture Engineering & Materials Science

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Research Output 2019 2019

  • 3 Conference contribution
6 Downloads (Pure)

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
Pavements
Cracks
Neural networks
Image segmentation
Pixels
12 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
Insulation
Neural networks
Power plants
Electric potential
Higher order statistics
2 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, Proceedings of the 27th European Signal Processing Conference (EUSIPCO 2019). IEEE

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

Open Access
File
Cracks
Neural networks
Inspection
Network architecture
Preventive maintenance