Deep learning for automated river-level monitoring through river-camera images: an approach based on water segmentation and transfer learning

<p>River-level estimation is a critical task required for the understanding of flood events and is often complicated by the scarcity of available data. Recent studies have proposed to take advantage of large networks of river-camera images to estimate river levels but, currently, the utility...

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Bibliographic Details
Main Authors: R. Vandaele, S. L. Dance, V. Ojha
Format: Article
Language:English
Published: Copernicus Publications 2021-08-01
Series:Hydrology and Earth System Sciences
Online Access:https://hess.copernicus.org/articles/25/4435/2021/hess-25-4435-2021.pdf