David Malmgren-Hansen

David Malmgren-Hansen

Postdoc

DTU COMPUTE
Institut for Matematik og Computer Science

Danmarks Tekniske Universitet

Richard Petersens Plads

Bygning 321, rum 206

2800 Kgs. Lyngby

Tlf.
Mobil
E-mail dmal@dtu.dk
Hjemmeside

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Publikationer
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2018
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Convolutional Neural Networks - Generalizability and Interpretations

Malmgren-Hansen, David

Type: Ph.D. thesis

Status: Published     |    År: 2018

 

Transfer Learning with Convolutional Networks for Atmospheric Parameter Retrieval

Malmgren-Hansen, David ; Laparra, Valero ; Nielsen, Allan Aasbjerg ; Camps-Valls, Gustau
part of: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, pages: 2111-2114, 2019, IEEE
Presented at:
2018 IEEE International Geoscience and Remote Sensing Symposium

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2018     |    DOI: https://doi.org/10.1109/IGARSS.2018.8518097

2017
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Improving SAR Automatic Target Recognition Models with Transfer Learning from Simulated Data

Malmgren-Hansen, David ; Kusk, Anders ; Dall, Jørgen ; Nielsen, Allan Aasbjerg ; Engholm, Rasmus ; Skriver, Henning
in: IEEE Geoscience and Remote Sensing Letters, vol: 14, issue: 9, pages: 1484-8

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: https://doi.org/10.1109/LGRS.2017.2717486

 

Spatial noise-aware temperature retrieval from infrared sounder data

Malmgren-Hansen, David ; Laparra, Valero ; Nielsen, Allan Aasbjerg ; Camps-Valls, Gustau
part of: Proceedings of 2017 IEEE International Geoscience and Remote Sensing Symposium, pages: 17-20, 2017, IEEE
Presented at:
2017 IEEE International Geoscience and Remote Sensing Symposium

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: https://doi.org/10.1109/IGARSS.2017.8126882

2016
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Improving topology optimization intuition through games

Nobel-Jørgensen, Morten ; Malmgren-Hansen, David ; Bærentzen, J. Andreas ; Sigmund, Ole ; Aage, Niels
in: Structural and Multidisciplinary Optimization, vol: 54, issue: 4, pages: 775–781

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2016     |    DOI: https://doi.org/10.1007/s00158-016-1443-0

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Training Convolutional Neural Networks for Translational Invariance on SAR ATR

Malmgren-Hansen, David ; Engholm, Rasmus ; Østergaard Pedersen, Morten
part of: Proceedings of EUSAR 2016: 11th European Conference on Synthetic Aperture Radar, pages: 459-462, 2016, IEEE
Presented at:
11th European Conference on Synthetic Aperture Radar (EUSAR 2016)

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2016

2015
 

Convolutional Neural Networks for SAR Image Segmentation

Malmgren-Hansen, David ; Nobel-Jørgensen, Morten
part of: Proceedings of IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2015), pages: 231 - 236, 2016, IEEE
Presented at:
15th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2015)

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2015     |    DOI: https://doi.org/10.1109/ISSPIT.2015.7394333