Lukas Kondmann

13 papers A* 1C 4Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Transfer Learning for Onboard Cloud Segmentation in Thermal Earth Observation: From Landsat to a CubeSat Constellation.
CoRR
Niklas Wölki, Lukas Kondmann, Christian Mollière, Martin Langer, Julia Gottfriedsen, Martin Werner
2024 C conf
A Roadmap to subdaily Land Surface Temperature.
IGARSS
Christian Mollière, Lukas Kondmann, Martin Langer, Julia Gottfriedsen
2023 J jnl
SemiSiROC: Semisupervised Change Detection With Optical Imagery and an Unsupervised Teacher Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lukas Kondmann, Sudipan Saha, Xiao Xiang Zhu
2022 C conf
Comparative Analysis of Nitrogen Dioxide (NO2) Levels in Munich Using Sentinel-5P Atmospheric Products and Ground-Based Measurements.
IGARSS
Ariadna Pregel Hoderlein, Lukas Kondmann, Xiao Xiang Zhu
2022 A* conf
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation.
CVPR
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
2022 J jnl
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation.
CoRR
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
2022 C conf
Siamese Attention U-Net for Multi-Class Change Detection.
IGARSS
Sol Cummings, Lukas Kondmann, Xiao Xiang Zhu
2022 J jnl
Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images.
IEEE Trans. Geosci. Remote. Sens.
Lukas Kondmann, Aysim Toker, Sudipan Saha, Bernhard Schölkopf, Laura Leal-Taixé, Xiao Xiang Zhu
2021 C conf
Blinded by the Light: Monitoring Local Economic Development Over Time With Nightlight Emissions.
IGARSS
Lukas Kondmann, Hannes Taubenböck, Xiao Xiang Zhu
2021 J jnl
Change Detection in Hyperdimensional Images Using Untrained Models.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sudipan Saha, Lukas Kondmann, Qian Song, Xiao Xiang Zhu
2021 — conf
DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space.
NeurIPS Datasets and Benchmarks
Lukas Kondmann, Aysim Toker, Marc Rußwurm, Andrés Camero, Devis Peressutti, Grega Milcinski, Pierre-Philippe Mathieu, Nicolas Longépé, Timothy Davis, Giovanni Marchisio, Laura Leal-Taixé, Xiaoxiang Zhu
2021 J jnl
Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images.
CoRR
Lukas Kondmann, Aysim Toker, Sudipan Saha, Bernhard Schölkopf, Laura Leal-Taixé, Xiaoxiang Zhu
2021 J jnl
Under the Radar - Auditing Fairness in ML for Humanitarian Mapping.
CoRR
Lukas Kondmann, Xiao Xiang Zhu