Toward intelligent pavement maintenance: A transferable deep learning framework for cross-domain crack segmentation and UAV-based field inspection
Xi He, Jinlong Liu, Jinjing Li, Zhen Yang, Xiangyu Kong, Yuzhuo Zhang, Ying Lu, Yang Yu
Topics & Concepts
Computer scienceSegmentationDeep learningBenchmarkingArtificial intelligenceTransfer of learningMachine learningField (mathematics)Robustness (evolution)Benchmark (surveying)HyperparameterInitializationGridFeature learningData miningEngineeringArtificial neural networkFeature (linguistics)Feature extractionPavement engineeringHyperparameter optimizationTransformerVisual inspectionDomain (mathematical analysis)Knowledge baseFunction (biology)Image segmentationMulti-task learningDomain knowledgeConvolutional neural networkInfrastructure Maintenance and MonitoringAsphalt Pavement Performance EvaluationAdvanced Neural Network Applications