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Cyber-Physical Systems

Publications

Page 1 of 5.

  1. Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification

    In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2019.

  2. Multi-task learning for segmentation of building footprints with neural networks

    In: AI4SocialGood. International Conference on Learning Representations (ICLR-2019), May 6-9, New Orleans, Louisiana, USA, arXiv, 2019.

  3. 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.

  4. Marco Schreyer; Timur Sattarov; Damian Borth; Andreas Dengel; Bernd Reimer

    Künstliche Intelligenz in der Wirtschaftsprüfung - Identifikation ungewöhnlicher Buchungen in der Finanzbuchhaltung

    In: Die Wirtschaftsprüfung (WPg), Vol. 71, Pages 674-681, IDW Verlag, 6/2018.

  5. Marco Stricker; Syed Saqib Bukhari; Damian Borth; Andreas Dengel

    Saliency Based Adjective Noun Pair Detection System

    In: Proceedings of the 10th International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial …

  6. 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 …

  7. 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 …

  8. 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 …

  9. What do Deep Networks Like to See?

    In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). International Conference on Computer Vision and Pattern Recognition …

Contact

Assistant to the management:
Kristiane Schmitt, M.A.
Phone: +49 421 218 59840
Kristiane.Schmitt@dfki.de

Deutsches Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Cyber-Physical Systems

MZH
Bibliothekstraße 5
28359 Bremen

Cartesium
Enrique-Schmidt-Straße 5
28359 Bremen