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...

Full description

Bibliographic Details

Published in:	Measurement : journal of the International Measurement Confederation Vol. 216; p. 112892
Main Authors:	Deng, Jianghua, Lu, Ye, Lee, Vincent C.S.
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.07.2023
Subjects:	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 Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!