Lukas Kondmann

According to our database, Lukas Kondmann authored at least 9 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SemiSiROC: Semisupervised Change Detection With Optical Imagery and an Unsupervised Teacher Model.

Lukas Kondmann, Sudipan Saha, Xiao Xiang Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2022

Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images.

Lukas Kondmann, Aysim Toker, Sudipan Saha, Bernhard Schölkopf, Laura Leal-Taixé, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2022

Comparative Analysis of Nitrogen Dioxide (NO2) Levels in Munich Using Sentinel-5P Atmospheric Products and Ground-Based Measurements.

Ariadna Pregel Hoderlein, Lukas Kondmann, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Siamese Attention U-Net for Multi-Class Change Detection.

Sol Cummings, Lukas Kondmann, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Change Detection in Hyperdimensional Images Using Untrained Models.

Sudipan Saha, Lukas Kondmann, Qian Song, Xiao Xiang Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Under the Radar - Auditing Fairness in ML for Humanitarian Mapping.

Lukas Kondmann, Xiao Xiang Zhu

CoRR, 2021

DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space.

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

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Blinded by the Light: Monitoring Local Economic Development Over Time With Nightlight Emissions.

Lukas Kondmann, Hannes Taubenböck, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021