Profile of Henrike Stephani

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