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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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Autors principals: Shuangyuan Chen, Zengqiang Han, Yi Cheng, Chao Wang
Format: Artigo
Idioma:Inglês
Publicat: IEEE 2025-01-01
Col·lecció:IEEE Access
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Accés en línia:https://ieeexplore.ieee.org/document/10854461/
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