Photo of David Malmgren-Hansen

David Malmgren-Hansen

  • Richard Petersens Plads, 321, 206

    2800 Kgs. Lyngby

    Denmark

20142020

Research output per year

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Research Output

  • 4 Article in proceedings
  • 4 Journal article
  • 3 Conference abstract for conference
  • 1 Ph.D. thesis

A Convolutional Neural Network Architecture for Sentinel-1 and AMSR2 Data Fusion

Malmgren-Hansen, D., Pedersen, L. T., Nielsen, A. A., Brandt Kreiner, M., Saldo, R., Skriver, H., Lavelle, J., Buus-Hinkler, J. & Harnvig, K., 2020, (Accepted/In press) In : IEEE Transactions on Geoscience and Remote Sensing. 14 p.

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access
File
10 Downloads (Pure)

Automatic satellite-based ice charting using AI

Pedersen, L. T., Brandt Kreiner, M., Malmgren-Hansen, D., Saldo, R., Lavelle, J., Jakobsen, J., Buus-Hinkler, J., Nielsen, A. A. & Skriver, H., 2019.

Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

Open Access
File
57 Downloads (Pure)

High-Resolution Sea Ice Maps with Convolutional Neural Networks

Malmgren-Hansen, D., Nielsen, A. A., Kreiner, M. B., Saldo, R., Skriver, H., Toudal Pedersen, L., Lavelle, J. & Buus-Hinkler, J., 2019.

Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

Interpolation of AMSR2 data for improvement of ice charting

Nielsen, A. A., Malmgren-Hansen, D., Toudal Pedersen, L., Saldo, R., Skriver, H., Lavelle, J., Buus-Hinkler, J. & Brandt Kreiner, M., 2019. 2 p.

Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

Open Access
File
40 Downloads (Pure)

Statistical retrieval of atmospheric profiles with deep convolutional neural networks

Malmgren-Hansen, D., Laparra, V., Aasbjerg Nielsen, A. & Camps-Valls, G., 1 Dec 2019, In : ISPRS Journal of Photogrammetry and Remote Sensing. 158, p. 231-240

Research output: Contribution to journal › Journal article › Research › peer-review

File
104 Downloads (Pure)

Projects

ASIP: Automatic Sea Ice Products

Pedersen, L. T., Saldo, R., Skriver, H., Malmgren-Hansen, D. & Nielsen, A. A.

01/11/2017 → 31/10/2020

Project: Research

Classification of Targets in Synthetic Aperture Radar Imaging

Malmgren-Hansen, D., Nielsen, A. A., Engholm, R., Skriver, H., Winther, O., Jenssen, R. & Belongie, S.

Industrial PhD

01/09/2014 → 13/12/2017

Project: PhD

Press / Media

Copernicus Sentinel-1 and Deep Learning help advance sea ice information service

David Malmgren-Hansen & Leif Toudal Pedersen

02/10/2019

1 Media contribution

Press/Media: Press / Media