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Lukas Kondmann
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 11
Top Topics
Context Aware
Remote Sensing Images
Multispectral Imaging
Change Detection
Top Venues
CoRR
IGARSS
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
IEEE Trans. Geosci. Remote. Sens.
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Publications
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Lukas Kondmann
,
Sudipan Saha
,
Xiao Xiang Zhu
SemiSiROC: Semisupervised Change Detection With Optical Imagery and an Unsupervised Teacher Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
16 (2023)
Aysim Toker
,
Lukas Kondmann
,
Mark Weber
,
Marvin Eisenberger
,
Andrés Camero
,
Jingliang Hu
,
Ariadna Pregel Hoderlein
,
Çaglar Senaras
,
Timothy Davis
,
Daniel Cremers
,
Giovanni Marchisio
,
Xiao Xiang Zhu
,
Laura Leal-Taixé
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation.
CoRR
(2022)
Lukas Kondmann
,
Aysim Toker
,
Sudipan Saha
,
Bernhard Schölkopf
,
Laura Leal-Taixé
,
Xiao Xiang Zhu
Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Sol Cummings
,
Lukas Kondmann
,
Xiao Xiang Zhu
Siamese Attention U-Net for Multi-Class Change Detection.
IGARSS
(2022)
Aysim Toker
,
Lukas Kondmann
,
Mark Weber
,
Marvin Eisenberger
,
Andrés Camero
,
Jingliang Hu
,
Ariadna Pregel Hoderlein
,
Çaglar Senaras
,
Timothy Davis
,
Daniel Cremers
,
Giovanni Marchisio
,
Xiao Xiang Zhu
,
Laura Leal-Taixé
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation.
CVPR
(2022)
Ariadna Pregel Hoderlein
,
Lukas Kondmann
,
Xiao Xiang Zhu
Comparative Analysis of Nitrogen Dioxide (NO2) Levels in Munich Using Sentinel-5P Atmospheric Products and Ground-Based Measurements.
IGARSS
(2022)
Lukas Kondmann
,
Xiao Xiang Zhu
Under the Radar - Auditing Fairness in ML for Humanitarian Mapping.
CoRR
(2021)
Lukas Kondmann
,
Aysim Toker
,
Marc Rußwurm
,
Andrés Camero
,
Devis Peressuti
,
Grega Milcinski
,
Pierre-Philippe Mathieu
,
Nicolas Longépé
,
Timothy Davis
,
Giovanni Marchisio
,
Laura Leal-Taixé
,
Xiaoxiang Zhu
DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space.
NeurIPS Datasets and Benchmarks
(2021)
Lukas Kondmann
,
Aysim Toker
,
Sudipan Saha
,
Bernhard Schölkopf
,
Laura Leal-Taixé
,
Xiaoxiang Zhu
Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images.
CoRR
(2021)
Sudipan Saha
,
Lukas Kondmann
,
Qian Song
,
Xiao Xiang Zhu
Change Detection in Hyperdimensional Images Using Untrained Models.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
14 (2021)
Lukas Kondmann
,
Hannes Taubenböck
,
Xiao Xiang Zhu
Blinded by the Light: Monitoring Local Economic Development Over Time With Nightlight Emissions.
IGARSS
(2021)