David Malmgren-Hansen

According to our database, David Malmgren-Hansen authored at least 10 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

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

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

IEEE Trans. Geosci. Remote. Sens., 2021

Explainability in CNN Models By Means of Z-Scores.

David Malmgren-Hansen, Allan Aasbjerg Nielsen, Leif Toudal Pedersen

CoRR, 2021

2020

Sentinel-1 Change Detection Analysis for Cyclone Damage Assessment in Urban Environments.

David Malmgren-Hansen, Thomas Sohnesen, Peter Fisker, Javier Baez

Remote. Sens., 2020

Sparse-View Spectral CT Reconstruction Using Deep Learning.

Wail Mustafa, Christian Kehl, Ulrik Lund Olsen, Søren Kimmer Schou Gregersen, David Malmgren-Hansen, Jan Kehres, Anders Bjorholm Dahl

CoRR, 2020

2018

Convolutional Neural Networks - Generalizability and Interpretations.

David Malmgren-Hansen

PhD thesis, 2018

Transfer Learning with Convolutional Networks for Atmospheric Parameter Retrieval.

David Malmgren-Hansen, Allan Aasbjerg Nielsen, Valero Laparra, Gustau Camps-Valls

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Improving SAR Automatic Target Recognition Models With Transfer Learning From Simulated Data.

David Malmgren-Hansen, Anders Kusk, Jørgen Dall, Allan Aasbjerg Nielsen, Rasmus Engholm, Henning Skriver

IEEE Geosci. Remote. Sens. Lett., 2017

Analyzing Learned Convnet Features with Dirichlet Process Gaussian Mixture Models.

David Malmgren-Hansen, Allan Aasbjerg Nielsen, Rasmus Engholm

CoRR, 2017

Spatial noise-aware temperature retrieval from infrared sounder data.

David Malmgren-Hansen, Valero Laparra, Allan Aasbjerg Nielsen, Gustau Camps-Valls

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2015

Convolutional neural networks for SAR image segmentation.

David Malmgren-Hansen, Morten Nobel-Jørgensen

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015