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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Veröffentlicht in:	Measurement : journal of the International Measurement Confederation Jg. 216; S. 112892
Hauptverfasser:	Deng, Jianghua, Lu, Ye, Lee, Vincent C.S.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.07.2023
Schlagworte:	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
Online-Zugang:	Volltext
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