| 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 | 198 | 2017 |
| Convolutional neural networks for SAR image segmentation D Malmgren-Hansen, M Nobel-J 2015 IEEE International Symposium on Signal Processing and Information …, 2015 | 36 | 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 | 28 | 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 | 26 | 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 | 20 | 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 | 18 | 2020 |
| Using Satellite Data to Guide Urban Poverty Reduction TP Sohnesen, P Fisker, D Malmgren-Hansen IARIW-World Bank, 2019 | 18 | 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 | 9 | 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 | 7 | 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 | 7 | 2017 |
| TASIM: Tagged Structures in Mozambique P Fisker, D Malmgren-Hansen, TPS TP Mendeley Data, 2019 | 5 | 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 | 5 | 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 | 4* | |
| Explainability in CNN Models by Means of Z-scores D Malmgren-Hansen, AA Nielsen, LT Pedersen arXiv preprint arXiv:2102.05874, 2021 | 3 | 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 | 2 | 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 | 2 | 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 | 1 | 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 | 1 | 2021 |
| 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 |
Allan Aasbjerg NielsenAssociate Professor Emeritus, PhD, Technical University of Denmark, DTU Compute - AppliedVerified email at dtu.dk
