Weakly supervised semantic segmentation of satellite images for land cover mapping--challenges and opportunities M Schmitt, J Prexl, P Ebel, L Liebel, XX Zhu arXiv preprint arXiv:2002.08254, 2020 | 71 | 2020 |
Using machine learning to predict extreme events in the Hénon map M Lellep, J Prexl, M Linkmann, B Eckhardt Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (1), 2020 | 30 | 2020 |
Interpreted machine learning in fluid dynamics: explaining relaminarisation events in wall-bounded shear flows M Lellep, J Prexl, B Eckhardt, M Linkmann Journal of Fluid Mechanics 942, A2, 2022 | 14 | 2022 |
Multi-modal multi-objective contrastive learning for sentinel-1/2 imagery J Prexl, M Schmitt Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 10 | 2023 |
Mitigating spatial and spectral differences for change detection using super-resolution and unsupervised learning J Prexl, S Saha, XX Zhu 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3113 …, 2021 | 9 | 2021 |
Weakly supervised semantic segmentation of satellite images for land cover mapping–challenges and opportunities. arXiv 2020 M Schmitt, J Prexl, P Ebel, L Liebel, XX Zhu arXiv preprint arXiv:2002.08254, 0 | 9 | |
Data-centric machine learning for geospatial remote sensing data R Roscher, M Rußwurm, C Gevaert, M Kampffmeyer, JA Santos, ... arXiv preprint arXiv:2312.05327, 2023 | 6 | 2023 |
The potential of Sentinel-2 data for global building footprint mapping with high temporal resolution J Prexl, M Schmitt 2023 Joint Urban Remote Sensing Event (JURSE), 1-4, 2023 | 3 | 2023 |
High Precision Mapping Of Building Changes Using Sentinel-2 J Prexl, S Saha, M Schmitt IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 1 | 2023 |
SenPa-MAE: Sensor Parameter Aware Masked Autoencoder for Multi-Satellite Self-Supervised Pretraining J Prexl, M Schmitt arXiv preprint arXiv:2408.11000, 2024 | | 2024 |
Mapping High-Resolution Building Development Over Delhi Ncr Using Sentinel-2 D Mann, J Prexl, S Saha, M Schmitt IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024 | | 2024 |
Sensor Parameter Encoding for Multi-Sensor Self-Supervised Learning via Masked Autoencoders J Prexl, M Schmitt IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024 | | 2024 |
Better, Not Just More: Data-Centric Machine Learning for Earth Observation R Roscher, M Rußwurm, C Gevaert, M Kampffmeyer, JA dos Santos, ... | | 2024 |
Global OpenBuildingMap--Unveiling the Mystery of Global Buildings XX Zhu, Q Li, Y Shi, Y Wang, A Stewart, J Prexl arXiv preprint arXiv:2404.13911, 2024 | | 2024 |
Advancing Transnational Assessments of Biodiversity Drivers in European Agriculture with an Updated Hierarchical Crop and Agriculture Taxonomy (HCAT) M Schneider, D Gackstetter, J Prexl, ST Meyer, M Körner | | 2024 |
The Effect of Contrastive Pretraining on Downstream Tasks in Optical Remote Sensing J Prexl, M Schmitt IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
Interpreted machine learning in fluid dynamics: Explaining relaminarisation events in wall-bounded shear flows M Linkmann, M Lellep, J Prexl, B Eckhardt Bulletin of the American Physical Society 67, 2022 | | 2022 |