Impact of loss functions on semantic segmentation in far‐field monitoring

Although previous research laid the foundation for vision‐based monitoring systems using convolutional neural networks (CNNs), too little attention has been paid to the challenges associated with data imbalance and varying object sizes in far‐field monitoring. To fill the knowledge gap, this paper i...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Computer-aided civil and infrastructure engineering Jg. 38; H. 3; S. 372 - 390
Hauptverfasser:	Chern, Wei‐Chih, Nguyen, Tam V., Asari, Vijayan K., Kim, Hongjo
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Hoboken Wiley Subscription Services, Inc 01.02.2023
Schlagworte:	Artificial neural networks Construction sites Harnesses Hooks Monitoring Semantic segmentation Straps
ISSN:	1093-9687, 1467-8667
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!