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, Jannes S., Anna Hilsmann, and Peter Eisert. 2023. “Towards L-System Captioning for Tree Reconstruction.” In Eurographics 2023 - Short Papers, edited by Vahid Babaei and Melina Skouras. The Eurographics Association. https://doi.org/10.2312/egs.20231002.


  • Magnusson, Jannes S., Ahmed Afifi, Shengjia Zhang, Andreas Ley, and Olaf Hellwich. 2021. “Synthesizing Fundus Photographies for Training Segmentation Networks.” In Proceedings of the 2nd International Conference on Deep Learning Theory and Applications - DeLTA, 2:67–78. SCITEPRESS. https://doi.org/10.5220/0010618100670078.
  • Afifi, Ahmed J., Jannes S. Magnusson, Toufique A. Soomro, and Olaf Hellwich. 2021. “Pixel2point: 3D Object Reconstruction From a Single Image Using CNN and Initial Sphere.” IEEE Access 9: 110–21. https://doi.org/10.1109/ACCESS.2020.3046951.

Projects/Research Topics


January 2021 – December 2023

Sustainable agriculture using artificial intelligence.

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