End-to-End Pavement Crack Detection Method Based on Transformer

End-to-End Pavement Crack Detection Method Based on Transformer

Aiming at the problem of low detection accuracy caused by irregular crack shape and complex background in pavement crack detection scene, an end-to-end pavement crack detection method based on transformer, CrackFormerNet, was proposed. First, in the feature extraction stage, a multi-scale feature fu...

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Bibliographic Details
Main Authors: Jun LIU, Huimin WANG, Xingzhong ZHANG, Ting ZHANG, Meiqing GUO
Format: Article
Language:English
Published: Editorial Office of Journal of Taiyuan University of Technology 2022-11-01
Series:Taiyuan Ligong Daxue xuebao
Subjects:
pavement crack detection
multi-scale feature fusion
pre-ln transformer network
joint regression loss
end-to-end
Online Access:https://tyutjournal.tyut.edu.cn/englishpaper/show-1999.html

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