David Malmgren-Hansen - researchr alias

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Viewing Publication 1 - 7 from 7

2021

A Convolutional Neural Network Architecture for Sentinel-1 and AMSR2 Data FusionDavid Malmgren-Hansen, Leif Toudal Pedersen, Allan Aasbjerg Nielsen, Matilde Brandt Kreiner, Roberto Saldo, Henning Skriver, John Lavelle, Jorgen Buus-Hinkler, Klaus A. Harnvig Krane. tgrs, 59(3):1890-1902, 2021. [doi]

2020

Sentinel-1 Change Detection Analysis for Cyclone Damage Assessment in Urban EnvironmentsDavid Malmgren-Hansen, Thomas Sohnesen, Peter Fisker, Javier Baez. remotesensing, 12(15):2409, 2020. [doi]

2018

Convolutional Neural Networks - Generalizability and InterpretationsDavid Malmgren-Hansen. PhD thesis, Technical University of Denmark, 2018. [doi]

Transfer Learning with Convolutional Networks for Atmospheric Parameter RetrievalDavid Malmgren-Hansen, Allan Aasbjerg Nielsen, Valero Laparra, Gustau Camps-Valls. igarss 2018: 2111-2114 [doi]

2017

Spatial noise-aware temperature retrieval from infrared sounder dataDavid Malmgren-Hansen, Valero Laparra, Allan Aasbjerg Nielsen, Gustau Camps-Valls. igarss 2017: 17-20 [doi]

Improving SAR Automatic Target Recognition Models With Transfer Learning From Simulated DataDavid Malmgren-Hansen, Anders Kusk, Jørgen Dall, Allan Aasbjerg Nielsen, Rasmus Engholm, Henning Skriver. lgrs, 14(9):1484-1488, 2017. [doi]

2015

Convolutional neural networks for SAR image segmentationDavid Malmgren-Hansen, Morten Nobel-Jørgensen. isspit 2015: 231-236 [doi]

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