Search Results - Open Polar - "CNN"

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Accounting for label errors when training a convolutional neural network to estimate sea ice concentration using operational ice charts

by Tamber, Manveer, Scott, K. Andrea, Pedersen, Leif Toudal
Published in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2022)
Subjects: “...Convolutional neural network (CNN)...”

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2

SAR Ship–Iceberg Discrimination in Arctic Conditions Using Deep Learning

by Heiselberg, Peder, Sørensen, Kristian A., Heiselberg, Henning, Andersen, Ole B.
Published in Remote Sensing (2022)
Subjects: “...Convolutional neural network (CNN)...”

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3

A Convolutional Neural Network Architecture for Sentinel-1 and AMSR2 Data Fusion

by Malmgren-Hansen, David, Pedersen, Leif Toudal, Nielsen, Allan Aasbjerg, Brandt Kreiner, Matilde, Saldo, Roberto, Skriver, Henning, Lavelle, John, Buus-Hinkler, Jørgen, Harnvig, Klaus
Published in IEEE Transactions on Geoscience and Remote Sensing (2021)
“... applications. In this work, a Convolutional Neural Network (CNN) architecture is presented for fusing Sentinel...”

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4

AI4SeaIce:Towards Solving Ambiguous SAR Textures in Convolutional Neural Networks for Automatic Sea Ice Concentration Charting

by Stokholm, Andreas, Wulf, Tore, Kucik, Andrzej, Saldo, Roberto, Buus-Hinkler, Jorgen, Hvidegaard, Sine Munk
Published in IEEE Transactions on Geoscience and Remote Sensing (2022)
“... is challenging for Convolutional Neural Networks (CNN) due to ambiguous backscattering signatures. The number...”

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5

Fusion of satellite SAR and passive microwave radiometer data for automated sea ice mapping and the expected impact of CIMR observations

by Wulf, Tore, Kreiner, Matilde Brandt, Buus-Hinkler, Jørgen, Tonboe, Rasmus T., Høyer, Jacob L., Saldo, Roberto, Pedersen, Leif Toudal, Nielsen, Allan Aasbjerg, Skriver, Henning, Malmgren-Hansen, David
Published 2021
“... Neural Network (CNN) designed for prediction of sea ice in Greenland waters. Automating the process...”

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Conference Object
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6

High-Resolution Sea Ice Maps with Convolutional Neural Networks

by Malmgren-Hansen, David, Nielsen, Allan Aasbjerg, Kreiner, Matilde Brandt, Saldo, Roberto, Skriver, Henning, Toudal Pedersen, Leif, Lavelle, John, Buus-Hinkler, Jørgen
Published 2019
“... water, due to SAR backscatter variation at different wind conditions. Some CNN estimates are observed...”

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Conference Object