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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Bibliographic Details

Published in:	Computer-aided civil and infrastructure engineering Vol. 38; no. 3; pp. 372 - 390
Main Authors:	Chern, Wei‐Chih, Nguyen, Tam V., Asari, Vijayan K., Kim, Hongjo
Format:	Journal Article
Language:	English
Published:	Hoboken Wiley Subscription Services, Inc 01.02.2023
Subjects:	Artificial neural networks Construction sites Harnesses Hooks Monitoring Semantic segmentation Straps
ISSN:	1093-9687, 1467-8667
Online Access:	Get full text
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