Dominik Koßmann

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Satellite Imagery

Top Venues

Publications

Arthur Matei, Dominik Koßmann
Evaluation of Season Invariant Self-Supervised Representations on Remote Sensing Land Cover Data. IGARSS (2023)
Dominik Koßmann, Arthur Matei, Thorsten Wilhelm, Gernot A. Fink
Image Augmentations in Planetary Science: Implications in Self-Supervised Learning and Weakly-Supervised Segmentation on Mars. ICPR (2022)
Dominik Koßmann, Viktor Brack, Thorsten Wilhelm
Seasonet: A Seasonal Scene Classification, Segmentation and Retrieval Dataset for Satellite Imagery Over Germany. IGARSS (2022)
Thorsten Wilhelm, Dominik Koßmann, Christian Wöhler
Machine Learning on Mars: Open Challenges, Similarities and Differences to Earth Remote Sensing. IGARSS (2022)
Dominik Koßmann, Viktor Brack, Thorsten Wilhelm
SeasoNet: A Seasonal Scene Classification, segmentation and Retrieval dataset for satellite Imagery over Germany. CoRR (2022)
Thorsten Wilhelm, Dominik Koßmann
Land Cover Classification from a Mapping Perspective: Pixelwise Supervision in the Deep Learning Era. IGARSS (2021)
Dominik Koßmann, Thorsten Wilhelm, Gernot A. Fink
Generation of Attributes for Highly Imbalanced Land Cover Data. IGARSS (2021)
Dominik Koßmann, Thorsten Wilhelm, Gernot A. Fink
Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery. ICPR (2020)