A hybrid lightweight encoder-decoder network for automatic bridge crack assessment with real-world interference

•An HLEDNet was presented for concrete bridge crack detection and measurement.•The lightweight design was integrated with HLEDNet backbone architecture.•The influence of annotating handwriting interference was highlighted.•Crack information was retrieved by considering the crack depth information.•T...

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Vydané v:	Measurement : journal of the International Measurement Confederation Ročník 216; s. 112892
Hlavní autori:	Deng, Jianghua, Lu, Ye, Lee, Vincent C.S.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.07.2023
Predmet:	Atrous convolutions Automated inspection Concrete bridge cracks Crack measurement Encoder-decoder architecture Structural health monitoring Automated inspection Structural health monitoring Crack measurement Encoder-decoder architecture Atrous convolutions Concrete bridge cracks
ISSN:	0263-2241, 1873-412X
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