Timo T. Stomberg

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Discriminative Training

Road Extraction

Satellite Imagery

Electro Optical

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Frontiers Artif. Intell.

Publications

Ahmed Emam, Timo T. Stomberg, Ribana Roscher
Leveraging Activation Maximization and Generative Adversarial Training to Recognize and Explain Patterns in Natural Areas in Satellite Imagery. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Ahmed Emam, Timo T. Stomberg, Ribana Roscher
Leveraging Activation Maximization and Generative Adversarial Training to Recognize and Explain Patterns in Natural Areas in Satellite Imagery. CoRR (2023)
Timo T. Stomberg, Johannes Leonhardt, Immanuel Weber, Ribana Roscher
Recognizing protected and anthropogenic patterns in landscapes using interpretable machine learning and satellite imagery. Frontiers Artif. Intell. 6 (2023)
Timo T. Stomberg, Taylor Stone, Johannes Leonhardt, Ribana Roscher
Exploring Wilderness Using Explainable Machine Learning in Satellite Imagery. CoRR (2022)
Burak Ekim, Timo T. Stomberg, Ribana Roscher, Michael Schmitt
MapInWild: A Remote Sensing Dataset to Address the Question What Makes Nature Wild. CoRR (2022)