Author

Jinghui Qiao

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Open access Aug 2026

A Novel Lightweight Framework for Real-Time Pavement Crack Segmentation Based on Knowledge Distillation

Results demonstrate that the proposed RTCS-T and RTCS-S framework provides an efficient solution for automated pavement crack detection and shows strong potential for practical road inspection applications.

Ning Xu, Jinghui Qiao, Yunze Tang · Applied Sciences · 0 citations