Robotics Innovation Center

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1. 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, …

2. Patrick Helber; Bradley Gram-Hansen; Indhu Varatharajan; Faiza Azam; Alejandro Coca-Castro; Veronika Kopackova; Piotr Bilinski

   Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data

   In: AI for Social Good Workshop. International Conference on Learning Representations (ICLR), May 6-9, New Orleans, LA, USA, ICLR, 2019.

3. 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.

4. 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.

5. 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 …

6. 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 …

7. 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 …

8. Patrick Helber; Bradley Gram-Hansen; Indhu Varatharajan; Faiza Azam; Alejandro Coca-Castro; Veronika Kopackova; Piotr Bilinski

   Generating Material Maps to Map Informal Settlements

   In: Maria De-Arteaga; Amanda Coston; William Herlands (Hrsg.). Proceedings of NeurIPS 2018 Workshop on Machine Learning for the Developing World: …

9. 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.

10. Benjamin Bischke; Patrick Helber; Christian Schulze; Venkat Srinivasan; Damian Borth; Andreas Dengel

    The Multimedia Satellite Task at MediaEval 2017

    In: Working Notes Proceedings of the MediaEval 2017. MediaEval Benchmark, Workshop, September 13-16, Dublin, Ireland, 2017.

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