An efficient semantic segmentation method for road crack based on EGA-UNet

Abstract Road cracks affect traffic safety. High-precision and real-time segmentation of cracks presents a challenging topic due to intricate backgrounds and complex topological configurations of road cracks. To address these issues, a road crack segmentation method named EGA-UNet is proposed to han...

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Bibliographic Details
Published in:Scientific Reports
Main Authors: Li Yang, Jingwei Deng, Hailong Duan, Chenchen Yang
Format: Article
Language:English
Published: Nature Portfolio 2025-09-01
Subjects:
Road defect
U-Net
Semantic segmentation
Online Access:https://doi.org/10.1038/s41598-025-01983-3

Internet

https://doi.org/10.1038/s41598-025-01983-3

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