Concepedia

Correlation-based damage detection method using convolutional neural network for civil infrastructure

Arya Pamuncak, Stana Živanović, Augusta Adha, Jingliang Liu, Irwanda Laory

Computers & Structures · 2023 · 20 citations · 56 references

Open access

Concepts

EngineeringCivil EngineeringComputer VisionConstruction EngineeringDamage AssessmentDamage QuantificationFault DetectionInfrastructure ResilienceStructural Health MonitoringCivil Infrastructure InspectionConvolutional Neural Network DetectionConvolutional Neural NetworksCorrelation Of DamageDamage DetectionImage-based Damage DetectionInfrastructure Damage Assessment

References

56

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

Computing, Computer Science, Artificial Intelligence +12

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations

Computing, Computer Science, Artificial Intelligence +16

A survey of deep neural network architectures and their applications

Weibo Liu, Zidong Wang, Xiaohui Liu et al. · Neurocomputing · 2016 · 3.3K citations

Computing, Computer Engineering, Computer Science +12