David Malmgren-Hansen
David Malmgren-Hansen
CEO, Greenwood Data Mining
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Cited by
Cited by
Improving SAR automatic target recognition models with transfer learning from simulated data
D Malmgren-Hansen, A Kusk, J Dall, AA Nielsen, R Engholm, H Skriver
IEEE Geoscience and remote sensing Letters 14 (9), 1484-1488, 2017
Convolutional neural networks for SAR image segmentation
D Malmgren-Hansen, M Nobel-J
2015 IEEE International Symposium on Signal Processing and Information …, 2015
A convolutional neural network architecture for Sentinel-1 and AMSR2 data fusion
D Malmgren-Hansen, LT Pedersen, AA Nielsen, MB Kreiner, R Saldo, ...
IEEE Transactions on Geoscience and Remote Sensing 59 (3), 1890-1902, 2020
Training convolutional neural networks for translational invariance on SAR ATR
D Malmgren-Hansen, R Engholm, MO Pedersen
Proceedings of EUSAR 2016: 11th European Conference on Synthetic Aperture …, 2016
Statistical retrieval of atmospheric profiles with deep convolutional neural networks
D Malmgren-Hansen, V Laparra, AA Nielsen, G Camps-Valls
ISPRS Journal of Photogrammetry and Remote Sensing 158, 231-240, 2019
Sentinel-1 change detection analysis for cyclone damage assessment in urban environments
D Malmgren-Hansen, T Sohnesen, P Fisker, J Baez
Remote Sensing 12 (15), 2409, 2020
Using Satellite Data to Guide Urban Poverty Reduction
TP Sohnesen, P Fisker, D Malmgren-Hansen
IARIW-World Bank, 2019
Sparse-view spectral CT reconstruction using deep learning
W Mustafa, C Kehl, UL Olsen, SKS Gregersen, D Malmgren-Hansen, ...
arXiv preprint arXiv:2011.14842, 2020
AI4Arctic/ASIP Sea Ice Dataset-version 2
R Saldo, MB Kreiner, J Buus-Hinkler, LT Pedersen, D Malmgren-Hansen, ...
ASIP Sea Ice Dataset—Version 2, 2020
Spatial noise-aware temperature retrieval from infrared sounder data
D Malmgren-Hansen, V Laparra, AA Nielsen, G Camps-Valls
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 17-20, 2017
TASIM: Tagged Structures in Mozambique
P Fisker, D Malmgren-Hansen, TPS TP
Mendeley Data, 2019
Improving topology optimization intuition through games
M Nobel-Jørgensen, D Malmgren-Hansen, JA Bærentzen, O Sigmund, ...
Structural and Multidisciplinary Optimization 54, 775-781, 2016
High-Resolution Sea Ice Maps with Convolutional Neural Networks
D Malmgren-Hansen, AA Nielsen, MB Kreimer, R Saldo, H Skriver, ...
ESA Living Planet Symposium 2019, 0
Explainability in CNN Models by Means of Z-scores
D Malmgren-Hansen, AA Nielsen, LT Pedersen
arXiv preprint arXiv:2102.05874, 2021
The effects of the Maputo ring road on the quantity and quality of nearby housing
PS Fisker, D Malmgren-Hansen, TP Sohnesen
WIDER Working Paper, 2019
Transfer learning with convolutional networks for atmospheric parameter retrieval
D Malmgren-Hansen, AA Nielsen, V Laparra, G Camps-Valls
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
Guiding Social Protection Targeting Through Satellite Data in São Tomé and Príncipe
P Fisker, J Gallego-Ayala, D Malmgren Hansen, TP Sohnesen, ...
World Bank, Washington, DC, 2022
Fusion of satellite SAR and passive microwave radiometer data for automated sea ice mapping and the expected impact of CIMR observations
T Wulf, MB Kreiner, J Buus-Hinkler, RT Tonboe, JL Høyer, R Saldo, ...
From Science to Operations for the Copernicus Imaging Microwave Radiometer …, 2021
Deep Learning for High‐dimensional Parameter Retrieval
D Malmgren‐Hansen
Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote …, 2021
WIDER Working Paper 2021/89-Remote sensing of urban cyclone impact and resilience: Evidence from Idai
P Fisker, D Malmgren-Hansen, TP Sohnesen
UNU-WIDER: World Institute for Development Economics Research, 2021
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