Jannes S. Magnusson

Jannes S. Magnusson is a research associate at the Computer Vision & Graphics Group at Fraunhofer Heinrich Hertz Institute HHI. He graduated in Computer Science at the Technische Universität Berlin with a Master of Science in 2021.

His R&D activities are related to the following keywords: computer vision, machine learning, graph deep learning.

For further details about his activities please check the subsections below.


since 08/2021 Research Associate, Computer Vision & Graphics Group, Fraunhofer HHI
08/2020 - 07/2021 Research Associate, Institute of Computer-assisted Cardiovascular Medicine, Charité Berlin
10/2017 - 02/2021 M. Sc. in Computer Science at TU Berlin with focus on Machine Learning and Computer Vision
05/2017 - 03/2020 Working student at emtec Solutions GmBH for web app development
10/2014 - 09/2017 B. Sc. in Computer Science at TU Berlin



  • Magnusson, J.; Afifi, A.; Zhang, S.; Ley, A. and Hellwich, O. (2021). Synthesizing Fundus Photographies for Training Segmentation Networks. In Proceedings of the 2nd International Conference on Deep Learning Theory and Applications - DeLTA, ISBN 978-989-758-526-5; ISSN 2184-9277, pages 67-78. DOI: 10.5220/0010618100670078
  • Afifi, A. J.; Magnusson, J.; Soomro, T. A. and Hellwich, O. (2021). Pixel2point: 3D Object Reconstruction From a Single Image Using CNN and Initial Sphere. In IEEE Access, vol. 9, pp. 110-121, 2021, doi: 10.1109/ACCESS.2020.3046951.

Projects/Research Topics


January 2021 – December 2023

Sustainable agriculture using artificial intelligence.

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