Fields of Activity / Competences
- 2-D Image Processing
- Machine Learning
- Hyperspectral Image Processing
- Artificial Intelligence
Publications
Major Publications
- Stephani, H.; Weibel, T.; Rösch, R.; Moghiseh, A.:
Challenges and approaches when realizing online surface inspection systems with deep learning algorithms.
Discover Data: Volume 1, Article number: 3 (2023) - Müller, O.; Fend, C.; Moghiseh, A.; Schladitz, K.; Stephani, H.; Weibel, T.:
Deep learning for image based shelve inventories.
10th International Symposium on Signal, Image, Video and Communications, ISIVC 2020: Saint-Etienne, France, 7–9 April 2021. Piscataway, NJ: IEEE, 2021. - Lichti, M.; Cheng, X.; Stephani, H.; Bart, H.-J.:
Online Detection of Ellipsoidal Bubbles by an Innovative Optical Approach.
Chemical Engineering and Technology Vol. 42 (2), pp.506-511, (2019) - Müller, O.; Moghiseh, A.; Stephani, H.; Rottmayer, N.; Huang, F.:
Application of deep learning for crack segmentation on concrete surface.
Forum Bildverarbeitung 2018: 29. und 30. November 2018, Karlsruhe
KIT Scientific Publishing, (2018) - Stephani, H.; Weibel, T.; Moghiseh, A.:
Model-based learning in surface inspection.
Automatisierungstechnik: AT 65, Nr.6, S.406-415, (2017)
A collection of publications by Henrike Stephani in the Fraunhofer-Publica