A sigmoid‐optimized encoder–decoder network for crack segmentation with copy‐edit‐paste transfer learning

The automatic recognition of cracks is an essential requirement for the cost‐efficient maintenance of concrete structures, such as bridges, buildings, and roads. It should allow the localization and the determination of the crack type and the evaluation of the crack severity by providing information...

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Veröffentlicht in:	Computer-aided civil and infrastructure engineering Jg. 37; H. 14; S. 1875 - 1890
Hauptverfasser:	Çelik, Firdes, König, Markus
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Hoboken Wiley Subscription Services, Inc 01.11.2022
Schlagworte:	Bridge maintenance Coders Concrete structures Copying Cracks Datasets Feature maps Image segmentation Learning Road maintenance
ISSN:	1093-9687, 1467-8667
Online-Zugang:	Volltext
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