Automatic fracture detection and characterization from unwrapped drill-core images using mask R–CNN
Fatimah Alzubaidi, Patrick Makuluni, Stuart Clark, J.E. Lie, Peyman Mostaghimi, Ryan T. Armstrong
Topics & Concepts
Artificial intelligenceDrillFracture (geology)Convolutional neural networkComputer scienceBoreholeSegmentationCore (optical fiber)Deep learningGeologyComputer visionPattern recognition (psychology)Machine learningEngineeringGeotechnical engineeringMechanical engineeringTelecommunicationsRock Mechanics and ModelingInfrastructure Maintenance and MonitoringGeophysical Methods and Applications