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Convolutional neural networks for pavement roughness assessment using calibration-free vehicle dynamics

Jong‐Hyun Jeong, Hongki Jo, Gregory Ditzler

2020Computer-Aided Civil and Infrastructure Engineering66 citationsDOI

Topics & Concepts

AccelerometerConvolutional neural networkInternational Roughness IndexComputer scienceCalibrationDeep learningAutomotive engineeringSimulationSurface finishReal-time computingArtificial intelligenceEngineeringMechanical engineeringOperating systemMathematicsStatisticsInfrastructure Maintenance and MonitoringTraffic Prediction and Management TechniquesStructural Health Monitoring Techniques
Convolutional neural networks for pavement roughness assessment using calibration-free vehicle dynamics | Litcius