David Malmgren-Hansen

发表

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

David Malmgren-Hansen, Thomas Sohnesen, Peter Fisker, 2020, Remote. Sens..

Convolutional Neural Networks - Generalizability and Interpretations

David Malmgren-Hansen, David Malmgren-Hansen, 2018 .

Statistical retrieval of atmospheric profiles with deep convolutional neural networks

Valero Laparra, Gustau Camps-Valls, Allan Aasbjerg Nielsen, 2019, ISPRS Journal of Photogrammetry and Remote Sensing.

The effects of the Maputo ring road on the quantity and quality of nearby housing

David Malmgren-Hansen, Peter Fisker, Thomas Pave Sohnesen, 2019 .

Improving topology optimization intuition through games

Ole Sigmund, Niels Aage, David Malmgren-Hansen, 2016 .

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

Allan Aasbjerg Nielsen, Jørgen Dall, David Malmgren-Hansen, 2017, IEEE Geoscience and Remote Sensing Letters.

Interpolation of AMSR2 data for improvement of ice charting (Conference Presentation)

Leif Toudal Pedersen, Allan Aasbjerg Nielsen, David Malmgren-Hansen, 2019 .

Analyzing Learned Convnet Features with Dirichlet Process Gaussian Mixture Models pdf

Allan Aasbjerg Nielsen, David Malmgren-Hansen, Rasmus Engholm, 2017, ArXiv.

Spatial noise-aware temperature retrieval from infrared sounder data

Valero Laparra, Gustau Camps-Valls, Allan Aasbjerg Nielsen, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Sparse-View Spectral CT Reconstruction Using Deep Learning pdf

Anders Bjorholm Dahl, David Malmgren-Hansen, Jan Kehres, 2020, ArXiv.

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

Leif Toudal Pedersen, Allan Aasbjerg Nielsen, David Malmgren-Hansen, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Convolutional neural networks for SAR image segmentation

David Malmgren-Hansen, Morten Nobel-Jørgensen, Morten Nobel-Jørgensen, 2015, 2015 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

Transfer Learning with Convolutional Networks for Atmospheric Parameter Retrieval

Valero Laparra, Gustau Camps-Valls, Allan Aasbjerg Nielsen, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Explainability in CNN Models By Means of Z-Scores pdf

Leif Toudal Pedersen, Allan Aasbjerg Nielsen, David Malmgren-Hansen, 2021, ArXiv.

Training Convolutional Neural Networks for Translational Invariance on SAR ATR

David Malmgren-Hansen, Rasmus Engholm, M. Ø . Pedersen, 2016 .