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Author

Shiyang Li

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Oct 2026

Topology-Aware Lightweight Crack Segmentation and Automated Quantification via Synergistic Spatial-Channel Enhancement

The proposed CBAM-LKC-YOLOv8-seg framework is proposed, a lightweight end-to-end framework designed for high-precision segmentation and automated quantification, providing a reliable automated tool for large-scale road maintenance.

Chaohui Yang, Wei Wang, Zhengyu Lu et al. · 0 citations

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