David Malmgren-Hansen

12 papers C 2Journal 8Unranked 1

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