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2020 – today
- 2024
[c6]Christian Mollière, Lukas Kondmann, Martin Langer, Julia Gottfriedsen:
A Roadmap to subdaily Land Surface Temperature. IGARSS 2024: 1296-1299- 2023
- [j3]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: 3879-3891 (2023) - 2022
- [j2]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: 1-15 (2022) - [c5]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: 21126-21135 - [c4]Sol Cummings, Lukas Kondmann, Xiao Xiang Zhu:
Siamese Attention U-Net for Multi-Class Change Detection. IGARSS 2022: 211-214 - [c3]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: 4050-4053 - [i3]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 abs/2203.12560 (2022) - 2021
- [j1]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: 11029-11041 (2021) - [c2]Lukas Kondmann, Hannes Taubenböck, Xiao Xiang Zhu:
Blinded by the Light: Monitoring Local Economic Development Over Time With Nightlight Emissions. IGARSS 2021: 5708-5711 - [c1]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:
DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space. NeurIPS Datasets and Benchmarks 2021 - [i2]Lukas Kondmann, Xiao Xiang Zhu:
Under the Radar - Auditing Fairness in ML for Humanitarian Mapping. CoRR abs/2108.02137 (2021) - [i1]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 abs/2110.02068 (2021)
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