Sign in
Jonathan Prexl
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 8
Top Topics
Remote Sensing
Satellite Images
High Precision
Unsupervised Learning
Top Venues
CoRR
IGARSS
JURSE
CVPR Workshops
</>
Publications
</>
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)