A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection
Jian Huang, Xi Yang, Feng Zhou, Xiaofeng Li, Bin Zhou, Song Lu, Sergey Ivashov, Iraklis Giannakis, Fan‐Nian Kong, Evert Slob
Topics & Concepts
Ground-penetrating radarInitializationArtificial intelligenceComputer scienceSupervised learningPattern recognition (psychology)Convolutional neural networkReinforcement learningTransfer of learningFeature (linguistics)Semi-supervised learningArtificial neural networkWorkflowRadarDeep learningComputer visionProgramming languageTelecommunicationsDatabaseLinguisticsPhilosophyGeophysical Methods and ApplicationsInfrastructure Maintenance and MonitoringGeotechnical Engineering and Underground Structures