Expertise
Earth and Planetary Sciences
- Synthetic Aperture Radar
- Model
- Radar Data
- Building
- Metropolitan Area
- Plane
- Remote Sensing
- Roofs
Organisations
Publications
2025
Globally scalable glacier mapping by deep learning matches expert delineation accuracy (2025)Nature communications, 16(1). Article 43. Maslov, K. A., Persello, C., Schellenberger, T. & Stein, A.https://doi.org/10.1038/s41467-024-54956-x
2024
Glacier mapping from Sentinel-1 SAR time series with deep learning in Svalbard (2024)In IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings (pp. 14-17) (International Geoscience and Remote Sensing Symposium (IGARSS)). IEEE. Maslov, K. A., Schellenberger, T., Persello, C. & Stein, A.https://doi.org/10.1109/IGARSS53475.2024.10640676Automatic Building Roof Plane Extraction in Urban Environments for 3D City Modelling Using Remote Sensing Data (2024)Remote sensing, 16(8). Article 1386. Campoverde, C., Koeva, M. N., Persello, C., Maslov, K., Jiao, W. & Petrova-Antonova, D.https://doi.org/10.3390/rs16081386
2023
Towards a Global Multitemporal Data Set of Glacier Outlines using Deep Learning and Cloud Computing (2023)[Dataset Types › Dataset]. Zenodo. Persello, C., Maslov, K., Schellenberger, T. & Stein, A.https://doi.org/10.5281/zenodo.7576815GLAVITU: A Hybrid CNN-Transformer for Multi-Regional Glacier Mapping from Multi-Source Data (2023)In IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Proceedings (pp. 1233-1236) (International Geoscience and Remote Sensing Symposium (IGARSS); Vol. 2023-July). IEEE. Maslov, K. A., Persello, C., Schellenberger, T. & Stein, A.https://doi.org/10.1109/IGARSS52108.2023.10281828
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