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.
Biography
| 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 |
Publications
2021
- 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
NaLamKI
January 2021 – December 2023
Sustainable agriculture using artificial intelligence.