Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transplantation

Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transplantation

A common task in land-cover classification is water body extraction, wherein each pixel in an image is labelled as either water or background. Water body detection is integral to the field of urban hydrology, with applications ranging from early flood warning to water resource management. Although t...

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Bibliographic Details
Main Authors: Joshua Billson, MD Samiul Islam, Xinyao Sun, Irene Cheng
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Remote Sensing
Subjects:
Sentinel-2
water body extraction
machine learning
CNN
DCNN
fully convolutional networks (FCNs)
Online Access:https://www.mdpi.com/2072-4292/15/5/1253

Internet

https://www.mdpi.com/2072-4292/15/5/1253

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