Automatic fracture detection and characterization from unwrapped drill-core images using mask R–CNN
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Petroleum Science and Engineering"
DOI: 10.1016/j.petrol.2021.109471
Abstract: Abstract Drill cores provide the most reliable fracture information in subsurface formations as they present a clear and direct view of fractures. Core observation and image log interpretation are usually integrated for fracture analysis of… read more here.
Keywords: fracture detection; core images; machine learning; fracture ... See more keywords
Deep learning based lithology classification of drill core images
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0270826
Abstract: Drill core lithology is an important indicator reflecting the geological conditions of the drilling area. Traditional lithology identification usually relies on manual visual inspection, which is time-consuming and professionally demanding. In recent years, the rapid… read more here.
Keywords: core; lithology; core images; drill core ... See more keywords