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Deep-learning-based workflow for boundary and small target segmentation in digital rock images using UNet++ and IK-EBM

Hongsheng Wang, Laura E. Dalton, Ming Fan, Ruichang Guo, James E. McClure, Dustin Crandall, Cheng Chen

2022Journal of Petroleum Science and Engineering54 citationsDOIOpen Access PDF

Topics & Concepts

SegmentationArtificial intelligenceComputer scienceDeep learningGround truthPixelImage segmentationPattern recognition (psychology)GeologyComputer visionEnhanced Oil Recovery TechniquesAdvanced X-ray and CT ImagingReservoir Engineering and Simulation Methods
Deep-learning-based workflow for boundary and small target segmentation in digital rock images using UNet++ and IK-EBM | Litcius