3D reconstruction of subsurface pipes and cavities using ground penetrating radar based on deep learning
Zhigang Cheng, Zhizhou He, Peng Pan
Topics & Concepts
Ground-penetrating radarDeep learningArtificial intelligenceSegmentationConvolutional neural networkGeologyArtificial neural networkResidualComputer scienceComputer visionPiecewiseSIGNAL (programming language)RadarVoxel3D reconstructionIterative reconstructionConsistency (knowledge bases)Function (biology)Pattern recognition (psychology)Image segmentationDiscretizationAlgorithmTask (project management)AttenuationChannel (broadcasting)Remote sensingSignal reconstructionDiceExtrapolationGeophysical Methods and ApplicationsSeismic Waves and AnalysisUnderwater Acoustics Research