Jonathan Prexl

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Satellite Images

Unsupervised Learning

Top Venues

Publications

Xiao Xiang Zhu, Qingyu Li, Yilei Shi, Yuanyuan Wang, Adam J. Stewart, Jonathan Prexl
Global OpenBuildingMap - Unveiling the Mystery of Global Buildings. CoRR (2024)
Jonathan Prexl, Sudipan Saha, Michael Schmitt
High Precision Mapping Of Building Changes Using Sentinel-2. IGARSS (2023)
Jonathan Prexl, Michael Schmitt
The Effect of Contrastive Pretraining on Downstream Tasks in Optical Remote Sensing. IGARSS (2023)
Ribana Roscher, Marc Rußwurm, Caroline Gevaert, Michael Kampffmeyer, Jefersson A. dos Santos, Maria Vakalopoulou, Ronny Hänsch, Stine Hansen, Keiller Nogueira, Jonathan Prexl, Devis Tuia
Data-Centric Machine Learning for Geospatial Remote Sensing Data. CoRR (2023)
Jonathan Prexl, Michael Schmitt
Multi-Modal Multi-Objective Contrastive Learning for Sentinel-1/2 Imagery. CVPR Workshops (2023)
Jonathan Prexl, Michael Schmitt
The Potential of Sentinel-2 Data for Global Building Footprint Mapping with High Temporal Resolution. JURSE (2023)
Jonathan Prexl, Sudipan Saha, Xiao Xiang Zhu
Mitigating Spatial and Spectral Differences for Change Detection Using Super-Resolution and Unsupervised Learning. IGARSS (2021)
Martin Lellep, Jonathan Prexl, Moritz Linkmann, Bruno Eckhardt
Using Machine Learning to predict extreme events in the Hénon map. CoRR (2020)
Michael Schmitt, Jonathan Prexl, Patrick Ebel, Lukas Liebel, Xiao Xiang Zhu
Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping - Challenges and Opportunities. CoRR (2020)