reviewTop 1% cited
A systematic review of convolutional neural network-based structural condition assessment techniques
Engineering Structures · 2020 · Vol. 226 · pp. 111347–111347
Sandeep Sony(Western University)Kyle Dunphy(Western University)Ayan Sadhu✉(Western University)Miriam A. M. Capretz(Western University)
Infrastructure Maintenance and MonitoringStructural Health Monitoring TechniquesConcrete Corrosion and DurabilityConvolutional neural networkComputer scienceContext (archaeology)Deep learningArtificial intelligenceAnomaly detectionStructural health monitoringMachine learningEngineering
Funding
- Natural Sciences and Engineering Research Council of Canada
Citations
371
FWCI
27.93
field-weighted impact
References
141
Percentile
100%
vs. same field & year
Citations per year
Cited by
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References
Approximation of dynamical systems by continuous time recurrent neural networks
Neural Networks · 1993 · 969 citations
Gradient-based learning applied to document recognition
Proceedings of the IEEE · 1998 · 57,014 citations
A Fast Learning Algorithm for Deep Belief Nets
Neural Computation · 2006 · 16,253 citations
Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks
Journal of Sound and Vibration · 2016 · 1,202 citations
1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data
Neurocomputing · 2017 · 499 citations
Deep Convolutional Neural Networks with transfer learning for computer vision-based data-driven pavement distress detection
Construction and Building Materials · 2017 · 929 citations
NB-CNN: Deep Learning-Based Crack Detection Using Convolutional Neural Network and Naïve Bayes Data Fusion
IEEE Transactions on Industrial Electronics · 2017 · 902 citations
Computer vision for SHM of civil infrastructure: From dynamic response measurement to damage detection – A review
Engineering Structures · 2017 · 718 citations
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