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...

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Vydané v:	Computer-aided civil and infrastructure engineering Ročník 38; číslo 3; s. 372 - 390
Hlavní autori:	Chern, Wei‐Chih, Nguyen, Tam V., Asari, Vijayan K., Kim, Hongjo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Hoboken Wiley Subscription Services, Inc 01.02.2023
Predmet:	Artificial neural networks Construction sites Harnesses Hooks Monitoring Semantic segmentation Straps
ISSN:	1093-9687, 1467-8667
On-line prístup:	Získať plný text
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