A novel U‐shaped encoder–decoder network with attention mechanism for detection and evaluation of road cracks at pixel level

As the most common road distress, cracks have a substantial influence on the integrity of pavement structures. Accurate identification of crack existence and quantification of crack geometry are thus critical for the decision‐making of maintenance measures. This paper proposes a novel neural network...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Computer-aided civil and infrastructure engineering Jg. 37; H. 13; S. 1721 - 1736
Hauptverfasser:	Chen, Jun, He, Ye
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Hoboken Wiley Subscription Services, Inc 01.11.2022
Schlagworte:	Coders Crack geometry Cracks Decoding Flaw detection Neural networks Pavement condition Pixels
ISSN:	1093-9687, 1467-8667
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!