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David Malmgren-Hansen
David Malmgren-Hansen
CEO, Greenwood Data Mining
Verified email at greenwood.dk
Title
Cited by
Cited by
Year
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
2262017
Convolutional neural networks for SAR image segmentation
D Malmgren-Hansen, M Nobel-J
2015 IEEE International Symposium on Signal Processing and Information …, 2015
532015
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
452020
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
272016
Using Satellite Data to Guide Urban Poverty Reduction
TP Sohnesen, P Fisker, D Malmgren-Hansen
IARIW-World Bank, 2019
242019
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
232019
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
222020
AI4Arctic/ASIP Sea Ice Dataset-version 2
R Saldo, MB Kreiner, J Buus-Hinkler, LT Pedersen, D Malmgren-Hansen, ...
AI4Arctic_ASIP_Sea_Ice_Dataset_-_version_2/13011134, 2020
102020
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
92020
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
72017
Improving topology optimization intuition through games
M Nobel-Jørgensen, D Malmgren-Hansen, JA Bærentzen, O Sigmund, ...
Structural and Multidisciplinary Optimization 54, 775-781, 2016
62016
TASIM: Tagged Structures in Mozambique
P Fisker, D Malmgren-Hansen, TPS TP
Mendeley Data, 2019
52019
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
4*
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
32018
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
22022
Explainability in CNN Models by Means of Z-scores
D Malmgren-Hansen, AA Nielsen, LT Pedersen
arXiv preprint arXiv:2102.05874, 2021
22021
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
22019
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
12021
Deep Learning for High‐dimensional Parameter Retrieval
D Malmgren‐Hansen
Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote …, 2021
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
2021
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Articles 1–20