An Efficient and Robust Model for Precise Surface Crack Segmentation on Concrete Bridge Structures
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Date
2026Author
Ai, Changfa
He, Anzheng
Wu, Di
Zhang, Allen A.
Chen, Zhenyu
Sun, Yangyong
Peng, Yi
Cheng, Huixuan
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AbstractThis paper proposes an efficient and robust model named bridge crack segmentation
network (BCS-Net), tailored for high-precision segmentation of surface cracks on concrete
bridges. BCS-Net adopts an encoder-decoder framework augmented by a ...Practical ApplicationsThe bridge surface crack is a primary form of structural damage in concrete bridges
and a significant focus of bridge surface inspections. Accurate detection and timely
repair of surface cracks prior to their deterioration are ...