39 citations · 44 across the 2 of their papers we have counts for
4 papers
Ocean Eddy Identification and Tracking using Neural Networks
Katharina Franz, Ribana Roscher, Andres Milioto +2
Global climate change plays an essential role in our daily life. Mesoscale ocean eddies have a significant impact on global warming, since they affect the ocean dynamics, the energ…
Archetypal Analysis for Sparse Representation-based Hyperspectral Sub-pixel Quantification
Lukas Drees, Ribana Roscher, Susanne Wenzel
The estimation of land cover fractions from remote sensing images is a frequently used indicator of the environmental quality. This paper focuses on the quantification of land cove…
Sea Level Anomaly Prediction using Recurrent Neural Networks
Anne Braakmann-Folgmann, Ribana Roscher, Susanne Wenzel +2
Sea level change, one of the most dire impacts of anthropogenic global warming, will affect a large amount of the world's population. However, sea level change is not uniform in ti…
Deep Self-taught Learning for Remote Sensing Image Classification
Anika Bettge, Ribana Roscher, Susanne Wenzel
This paper addresses the land cover classification task for remote sensing images by deep self-taught learning. Our self-taught learning approach learns suitable feature representa…