Dominik Koßmann

According to our database, Dominik Koßmann authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Local Representation Learning Using Visual Priors for Remote Sensing.

Viktor Brack, Dominik Koßmann

Proceedings of the IGARSS 2024, 2024

2023

Evaluation of Season Invariant Self-Supervised Representations on Remote Sensing Land Cover Data.

Arthur Matei, Dominik Koßmann

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Machine Learning on Mars: Open Challenges, Similarities and Differences to Earth Remote Sensing.

Thorsten Wilhelm, Dominik Koßmann, Christian Wöhler

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Seasonet: A Seasonal Scene Classification, Segmentation and Retrieval Dataset for Satellite Imagery Over Germany.

Dominik Koßmann, Viktor Brack, Thorsten Wilhelm

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Image Augmentations in Planetary Science: Implications in Self-Supervised Learning and Weakly-Supervised Segmentation on Mars.

Dominik Koßmann, Arthur Matei, Thorsten Wilhelm, Gernot A. Fink

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Land Cover Classification from a Mapping Perspective: Pixelwise Supervision in the Deep Learning Era.

Thorsten Wilhelm, Dominik Koßmann

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Generation of Attributes for Highly Imbalanced Land Cover Data.

Dominik Koßmann, Thorsten Wilhelm, Gernot A. Fink

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery.

Dominik Koßmann, Thorsten Wilhelm, Gernot A. Fink

Proceedings of the 25th International Conference on Pattern Recognition, 2020