Publications

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Patrick Helber; Benjamin Bischke; Jörn Hees; Andreas Dengel
Multi-Scale Machine Learning for the Classification of Building Property Values
In: Data Fusion: The AI Era. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 28 - August 2, Yokohama, Japan, IEEE, 2019.
Patrick Helber; Benjamin Bischke; Jörn Hees; Andreas Dengel
Towards a Sentinel-2 Based Human Settlement Layer
In: Urban Land Use and Land Cover Change. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), June 28 - August 2, Yokohama, Japan, …
Benjamin Bischke; Patrick Helber; Simon Brugman; Erkan Basar; Zhengyu Zhao; Martha Larson; Konstantin Pogorelov
The Multimedia Satellite Task at MediaEval 2019
In: Working Notes Proceedings of the MediaEval 2019. MediaEval Benchmark (MediaEval-2019), October 27-29, Sophia Antipolis (Biot), France, 2019.
Benjamin Bischke; Patrick Helber; Zhao Zhengyu; Jens de Bruijn; Damian Borth
The Multimedia Satellite Task at MediaEval 2018
In: Working Notes Proceedings of the MediaEval 2018. MediaEval Benchmark (MediaEval-2018), Workshop, October 29-31, Cagnes-sur-Mer, France, 11/2018.
Benjamin Bischke; Patrick Helber; Florian Oliver König; Damian Borth; Andreas Dengel
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation
In: Special Session on Indexing, Retrieval, Annotation and Mining in Earth Observation. International Workshop on Content-Based Multimedia Indexing …
Patrick Helber; Benjamin Bischke; Damian Borth; Andreas Dengel
Introducing EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE International Geoscience and Remote Sensing Symposium …
Benjamin Bischke; Patrick Helber; Damian Borth; Andreas Dengel
Segmentation of Imbalanced Classes in Satellite Imagery Using Adaptive Uncertainty Weighted Class Loss
In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE International Geoscience and Remote Sensing Symposium …
Jens Weppner; Benjamin Bischke; Attila Reiss; Robert Duerichen; Paul Lukowicz
Sensing Room Occupancy Levels with Signal-to-Noise Ratio and Signal Phase and Multiple Antenna Configurations
In: IEEE Sensors 2018. IEEE Conference on Sensors (SENSORS-2018), October 28-31, New Delhi, India, IEEE, 2018.
Tim G. J. Rudner; Marc Rußwurm; Jakub Fil; Ramona Pelich; Benjamin Bischke; Veronika Kopacková; Piotr Bilinski
Rapid Computer Vision-Aided Disaster Response via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery
In: First workshop on AI for Social Good. Workshop on AI for Social Good, located at NeurIPS2018, December 8, Montreal, Canada, Curran Associates, …
Benjamin Bischke; Patrick Helber; Andreas Dengel
Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia
In: Working Notes Proceedings of the MediaEval 2018. MediaEval Benchmark (MediaEval), MediaEval, 2018.