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Vision transformer-based autonomous crack detection on asphalt and concrete surfaces

Elyas Asadi Shamsabadi, Chang Xu, Aravinda S. Rao, Tuan Nguyen, Tuan Ngo, Daniel Dias‐da‐Costa

2022Automation in Construction227 citationsDOI

Topics & Concepts

Convolutional neural networkEncoderArtificial intelligenceComputer scienceDeep learningDifferentiable functionTransformerSegmentationTransfer of learningAsphaltComputer visionPattern recognition (psychology)EngineeringMathematicsVoltageMaterials scienceElectrical engineeringMathematical analysisComposite materialOperating systemInfrastructure Maintenance and MonitoringAsphalt Pavement Performance EvaluationConcrete Corrosion and Durability
Vision transformer-based autonomous crack detection on asphalt and concrete surfaces | Litcius