| 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 | 88 | 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 | 36 | 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 | 24 | 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 | 16 | 2023 |
| Data-centric machine learning for geospatial remote sensing data R Roscher, M Rußwurm, C Gevaert, M Kampffmeyer, JA dos Santos, ... arXiv preprint arXiv:2312.05327, 2023 | 15* | 2023 |
| 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 | 13 | |
| 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 | 10 | 2021 |
| 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 | 6 | 2023 |
| GlobalBuildingMap--Unveiling the Mystery of Global Buildings XX Zhu, Q Li, Y Shi, Y Wang, A Stewart, J Prexl arXiv preprint arXiv:2404.13911, 2024 | 3 | 2024 |
| 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 | 3 | 2023 |
| SenPa-MAE: Sensor Parameter Aware Masked Autoencoder for Multi-Satellite Self-Supervised Pretraining J Prexl, M Schmitt arXiv preprint arXiv:2408.11000, 2024 | 1 | 2024 |
| Towards understanding the impact of European agriculture on biodiversity with an updated hierarchical crop and agriculture taxonomy (HCAT) M Schneider, D Gackstetter, J Prexl, ST Meyer, M Körner | 1 | 2023 |
| 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 npj Sustainable Agriculture 3 (1), 3, 2025 | | 2025 |
| Self-supervised learning for multi-modal Earth observation data J Prexl, M Schmitt Deep Learning for Multi-Sensor Earth Observation, 181-199, 2025 | | 2025 |
| Multiscale assessment of land use efficiency in functional urban areas of Munich and Augsburg D Mann, J Prexl, M Schmitt, F Sommer ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2024 | | 2024 |
| A Comparison of Uncertainty Estimation Methods for Building Footprint Change Detection from Sentinel-2 Imagery J Prexl, A Baumann, M Schmitt ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 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 |
| Global OpenBuildingMap--Unveiling the Mystery of Global Buildings XX Zhu, Q Li, Y Shi, Y Wang, A Stewart, J Prexl arXiv e-prints, arXiv: 2404.13911, 2024 | | 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 |
Michael SchmittBundeswehr University MunichVerified email at unibw.de
