Ribana Roscher
Rheinische Friedrich-Wilhelms-Universität Bonn
H-index: 24
Europe-Germany
Top articles of Ribana Roscher
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Estimating daily semantic segmentation maps of classified ocean eddies using sea level anomaly data from along-track altimetry | Frontiers in Artificial Intelligence | Eike Bolmer Adili Abulaitijiang Jürgen Kusche Ribana Roscher | 2024/2/22 |
Confident Naturalness Explanation (CNE): A Framework to Explain and Assess Patterns Forming Naturalness | IEEE Geoscience and Remote Sensing Letters | Ahmed Emam Mohamed Farag Ribana Roscher | 2024/2/12 |
Meta-learning to address diverse Earth observation problems across resolutions | Communications Earth & Environment | Marc Rußwurm Sherrie Wang Benjamin Kellenberger Ribana Roscher Devis Tuia | 2024/1/12 |
A modular framework for FAIR shallow landslide susceptibility mapping based on machine learning | Natural Hazards | Ann-Kathrin Edrich Anil Yildiz Ribana Roscher Alexander Bast Frank Graf | 2024/4/8 |
A standardized, globally applicable method for detecting spatial patterns at alpine treeline ecotones | Nishtha Prakash Ribana Roscher Maaike Y Bader | 2024/3/7 | |
Location-aware adaptive normalization: A deep learning approach for wildfire danger forecasting | IEEE Transactions on Geoscience and Remote Sensing | Mohamad Hakam Shams Eddin Ribana Roscher Juergen Gall | 2023/6/12 |
Data-Centric Digital Agriculture: A Perspective | arXiv preprint arXiv:2312.03437 | Ribana Roscher Lukas Roth Cyrill Stachniss Achim Walter | 2023/12/6 |
Recognizing protected and anthropogenic patterns in landscapes using interpretable machine learning and satellite imagery | Frontiers in Artificial Intelligence | Timo Tjaden Stomberg Johannes Leonhardt Immanuel Weber Ribana Roscher | 2023 |
Meteor: Meta-learning connecting earth problems observed from space | Marc Conrad Russwurm Ribana Roscher Benjamin Alexander Kellenberger Sherrie Wang Devis Tuia | 2023/6/1 | |
Leveraging activation maximization and generative adversarial training to recognize and explain patterns in natural areas in satellite imagery | IEEE Geoscience and Remote Sensing Letters | Ahmed Emam Timo T Stomberg Ribana Roscher | 2023/11/21 |
Inductive Conformal Prediction for Harvest-Readiness Classification of Cauliflower Plants: A Comparative Study of Uncertainty Quantification Methods | Mohamed Farag Jana Kierdorf Ribana Roscher | 2023 | |
Eddy identification from along-track altimeter data with multi-modal deep learning | EGU General Assembly Conference Abstracts | Adili Abulaitijiang Eike Bolmer Ribana Roscher Jürgen Kusche Luciana Fenoglio-Marc | 2023/5 |
Few-Shot Remote Sensing Image Classification with Meta-Learning | Authorea Preprints | Surbhi Sharma Ribana Roscher Morris Riedel Gabriele Cavallaro | 2023/10/31 |
Leveraging Bioclimatic Context for Supervised and Self-Supervised Land Cover Classification | Johannes Leonhardt Lukas Drees Jürgen Gall Ribana Roscher | 2023 | |
Framework for creating daily semantic segmentation maps of classified eddies using SLA along-track altimetry data | EGU General Assembly Conference Abstracts | Eike Bolmer Adili Abulaitijiang Luciana Fenoglio-Marc Jürgen Kusche Ribana Roscher | 2023/5 |
Analyzing the Behavior of Cauliflower Harvest-Readiness Models by Investigating Feature Relevances | Niklas Penzel Jana Kierdorf Ribana Roscher Joachim Denzler | 2023/10/2 | |
Data-Centric Machine Learning for Geospatial Remote Sensing Data | arXiv preprint arXiv:2312.05327 | Ribana Roscher Marc Rußwurm Caroline Gevaert Michael Kampffmeyer Jefersson A dos Santos | 2023/12/8 |
Reliability Scores from Saliency Map Clusters for Improved Image-based Harvest-Readiness Prediction in Cauliflower | IEEE Geoscience and Remote Sensing Letters | Jana Kierdorf Ribana Roscher | 2023 |
GrowliFlower: An image time‐series dataset for GROWth analysis of cauLIFLOWER | Journal of Field Robotics | Jana Kierdorf Laura Verena Junker‐Frohn Mike Delaney Mariele Donoso Olave Andreas Burkart | 2023/3 |
A survey of uncertainty in deep neural networks | Artificial Intelligence Review | Jakob Gawlikowski Cedrique Rovile Njieutcheu Tassi Mohsin Ali Jongseok Lee Matthias Humt | 2023/10 |
Co-Authors
