David Malmgren-Hansen

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 10

Top Topics

Convolutional Network

Transfer Learning

Damage Assessment

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

David Malmgren-Hansen, Leif Toudal Pedersen, Allan Aasbjerg Nielsen, Matilde Brandt Kreiner, Roberto Saldo, Henning Skriver, John Lavelle, Jorgen Buus-Hinkler, Klaus A. Harnvig Krane
A Convolutional Neural Network Architecture for Sentinel-1 and AMSR2 Data Fusion. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
David Malmgren-Hansen, Allan Aasbjerg Nielsen, Leif Toudal Pedersen
Explainability in CNN Models By Means of Z-Scores. CoRR (2021)
David Malmgren-Hansen, Valero Laparra, Allan Aasbjerg Nielsen, Gustau Camps-Valls
Spatial noise-aware temperature retrieval from infrared sounder data. CoRR (2020)
David Malmgren-Hansen, Thomas Sohnesen, Peter Fisker, Javier Baez
Sentinel-1 Change Detection Analysis for Cyclone Damage Assessment in Urban Environments. Remote. Sens. 12 (15) (2020)
Wail Mustafa, Christian Kehl, Ulrik Lund Olsen, Søren Kimmer Schou Gregersen, David Malmgren-Hansen, Jan Kehres, Anders Bjorholm Dahl
Sparse-View Spectral CT Reconstruction Using Deep Learning. CoRR (2020)
David Malmgren-Hansen, Allan Aasbjerg Nielsen, Valero Laparra, Gustau Camps-Valls
Transfer Learning with Convolutional Networks for Atmospheric Parameter Retrieval. CoRR (2020)
David Malmgren-Hansen, Allan Aasbjerg Nielsen, Valero Laparra, Gustau Camps-Valls
Transfer Learning with Convolutional Networks for Atmospheric Parameter Retrieval. IGARSS (2018)
David Malmgren-Hansen, Allan Aasbjerg Nielsen, Rasmus Engholm
Analyzing Learned Convnet Features with Dirichlet Process Gaussian Mixture Models. CoRR (2017)
David Malmgren-Hansen, Anders Kusk, Jørgen Dall, Allan Aasbjerg Nielsen, Rasmus Engholm, Henning Skriver
Improving SAR Automatic Target Recognition Models With Transfer Learning From Simulated Data. IEEE Geosci. Remote. Sens. Lett. 14 (9) (2017)
David Malmgren-Hansen, Valero Laparra, Allan Aasbjerg Nielsen, Gustau Camps-Valls
Spatial noise-aware temperature retrieval from infrared sounder data. IGARSS (2017)
David Malmgren-Hansen, Morten Nobel-Jørgensen
Convolutional neural networks for SAR image segmentation. ISSPIT (2015)