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Automatic Segmentation and Characterization of Structure Planes From Borehole Images Based on Deep Learning

Structural characteristics of rock masses are crucial in geotechnical engineering, yet manual identification of structural planes from borehole images is limited by efficiency and reliability. To address this, we developed an improved U-Net-based segmentation network, specifically tailored for struc...

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Библиографические подробности
Главные авторы: Shuangyuan Chen, Zengqiang Han, Yi Cheng, Chao Wang
Формат: Artigo
Язык:Inglês
Опубликовано: IEEE 2025-01-01
Серии:IEEE Access
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Online-ссылка:https://ieeexplore.ieee.org/document/10854461/
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