Classification of Sea Ice Types in Sentinel-1 SAR Data Using Convolutional Neural Networks

Classification of Sea Ice Types in Sentinel-1 SAR Data Using Convolutional Neural Networks

A new algorithm for classification of sea ice types on Sentinel-1 Synthetic Aperture Radar (SAR) data using a convolutional neural network (CNN) is presented. The CNN is trained on reference ice charts produced by human experts and compared with an existing machine learning algorithm based on textur...

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Bibliographic Details
Main Authors: Hugo Boulze, Anton Korosov, Julien Brajard
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Remote Sensing
Subjects:
convolutional neural network
Sentinel-1
SAR
sea ice type
ice chart
Arctic
Online Access:https://www.mdpi.com/2072-4292/12/13/2165

Internet

https://www.mdpi.com/2072-4292/12/13/2165

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