Profile of Henrike Stephani

Fields of Activity / Competences

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



Major Publications

  • 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)
  • Montag, M.J.; Stephani, H.:
    Hyperspectral Unmixing from Incomplete and Noisy Data.

    Journal of Imaging, 2(1):7, (2016)
  • Stephani, H.: 
    Automatic Segmentation and Clustering of Spectral Terahertz Data.
    Phd Thesis, Technische Universität Kaiserslautern und Johannes Kepler Universität Linz, March 2012.

A collection of publications by Henrike Stephani in the Fraunhofer-Publica