Defect segmentation: Mapping tunnel lining internal defects with ground penetrating radar data using a convolutional neural network
Senlin Yang, Zhengfang Wang, Jing Wang, Anthony G. Cohn, Jiaqi Zhang, Peng Jiang, Lichao Nie, Qingmei Sui
Topics & Concepts
Ground-penetrating radarSoftmax functionConvolutional neural networkSegmentationNondestructive testingRadarAutomationArtificial neural networkComputer scienceIdentification (biology)Artificial intelligenceEngineeringRemote sensingPattern recognition (psychology)GeologyMechanical engineeringTelecommunicationsBiologyMedicineRadiologyBotanyGeophysical Methods and ApplicationsInfrastructure Maintenance and MonitoringNon-Destructive Testing Techniques