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Intelligent recognition and identification of fracture types and parameters for borehole images based on developed convolutional neural networks and post-processing

Cancan Liu, Jineon Kim, Jae-Joon Song, Xigui Zheng, Niaz Muhammad Shahani, Nasir Khan, Xiaowei Guo

2023Engineering Fracture Mechanics30 citationsDOI

Topics & Concepts

BoreholeConvolutional neural networkFracture (geology)Artificial intelligencePixelHough transformGeologyIdentification (biology)Pattern recognition (psychology)Computer scienceComputer visionGeotechnical engineeringImage (mathematics)BotanyBiologyMineral Processing and GrindingDrilling and Well EngineeringRock Mechanics and Modeling
Intelligent recognition and identification of fracture types and parameters for borehole images based on developed convolutional neural networks and post-processing | Litcius