Automatic detection and classification of igneous rock fractures from imaging logging using K-mean algorithm and DNN

Accurately identifying fracture zones and their types in strata is of great significance for enhancing oil and gas recovery efficiency. Due to its complicated geological structure and long-term weathering and erosion, the buried hill reservoir in Huizhou Oilfield has developed a complicated reservoi...

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Bibliographic Details

Published in:	Frontiers in Earth Science
Main Authors:	Meng Wang, Quan Zhou, Lu Yin, Yu Dong
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-08-01
Subjects:	DNN K-means buried hill reservoirs imaging logging image segmentation classification of fractures
Online Access:	https://www.frontiersin.org/articles/10.3389/feart.2025.1640215/full