Information and knowledge from remote sensing data
Satellite- and Airplane-based Earth Observation
Synthetic Aperture Radar (SAR) and SAR Interferometry
High Resolution Optical Image Interpretation
Hyperspectral Earth Observation
Estimation Theory
Sparse Reconstruction and Compressive Sensing
3D Reconstruction
4D Motion Detection
Data Fusion
Computer Vision
Machine Learning
Deep Learning
Recent Publications
Rußwurm, Marc; Wang, Sherrie; Körner, Marco; Lobell, David: Meta-Learning for Few-Shot Land Cover Classification. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2020 more…
Rußwurm, Marc; Ali, Mohsin; Zhu, Xiao Xiang; Gal, Yarin; Korner, Marco: Model and Data Uncertainty for Satellite Time Series Forecasting with Deep Recurrent Models. IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, IEEE, 2020 more…
Wang, Sherrie; Rußwurm, Marc; Körner, Marco; Lobell, David B.: Meta-Learning For Few-Shot Time Series Classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2020 more…
Kraft, Basil; Jung, Martin; Körner, Marco; Reichstein, Markus: Towards global hybrid hydrological modeling by fusing deep learning and a conceptual model. EGU General Assembly, 2020 more…
Kraft, Basil; Jung, Martin; Körner, Marco; Requena Mesa, Christian; Cortés, José; Reichstein, Markus: Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks. Frontiers in Big Data 2, 2019 more…
