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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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Detaylı Bibliyografya
Asıl Yazarlar: Shuangyuan Chen, Zengqiang Han, Yi Cheng, Chao Wang
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: IEEE 2025-01-01
Seri Bilgileri:IEEE Access
Konular:
Online Erişim:https://ieeexplore.ieee.org/document/10854461/
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