Pavement crack detection with hybrid-window attentive vision transformers

Shaozhang Xiao, Kaikai Shang, Ken Lin, Qingguo Wu, Hanzhu Gu,Zhengwei Zhang

International Journal of Applied Earth Observation and Geoinformation（2023）

引用 10|浏览2

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摘要

•A multiscale token embedding strategy for token representation generation.•A hybrid-window vision transformer architecture for feature semantic extraction.•A weighted multi-head self-attention scheme for feature encoding promotion.•A high-resolution vision transformer model for pavement crack detection.

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关键词

Crack detection,Pavement distress,Attentive vision transformer,Feature attention,High-resolution network,Deep learning

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