Profile of Henrike Stephani

Fields of Activity / Competences

  • 2-D Image Processing
  • Machine Learning
  • Hyperspectral Image Processing
  • Artificial Intelligence



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