Profile of Katja Schladitz

Fields of Activity / Competences

  • 3D image analysis
  • Stochastic geometry and spatial statistics
  • Statistical analysis of random structures

 

Publications

Major Publications

  • Barisin, T.; Jung, C.; Müsebeck, F.; Redenbach, C. ; Schladitz, K.:
    Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images.
    Pattern Recognition, 129, 108747, 2022.
  • Roldán, D.; Redenbach, C.; Schladitz, K.; Klingele, M.; Godehardt, M.:
    Reconstructing porous structures from FIB-SEM image data: optimizing sampling scheme and image processing.
    Ultramicroscopy. 226, 113291, 2021.
  • Fend, C.; Moghiseh, A.; Redenbach, C.; Schladitz, K.:
    Reconstruction of highly porous structures from FIB-SEM using a deep neural network trained on synthetic images.
    Journal of Microscopy, 281, Nr. 1, pp. 16-27, 2021.
  • Baranowski T.; Dobrovolskij D.; Dremel K.; Hölzing A.; Lohfink G.; Schladitz K.; Zabler S.:
    Local fiber orientation from X-ray region-of-interest computed tomography of large fiber reinforced composite components.
    Composites Science and Technology, 183: 107786, 2019.
  • Schladitz, K.; Büter, A.; Godehardt, M.; Wirjadi, O.; Fleckenstein, J.; Gerster, T.; Hassler, U.; Jaschek, K.; Maisl, M.; Maisl, U.; Mohr, S.; Netzelmann, U.; Potyra, T.; Steinhauser, M.:
    Non-destructive Characterization of Fiber Orientation in Reinforced SMC as Input for Simulation Based Design.
    Composite Structures 160, 195-203, (2017).
  • Wirjadi, O.; Schladitz, K.; Easwaran, P.; Ohser, J.:
    Estimating Fibre Direction Distributions of Reinforced Composites from Tomographic Images.
    Image Analysis and Stereology, Volume 35, No. 3, 167-179, (2016).
  • Ohser, J.; Schladitz, K.: 3D Images of Materials Structures: Processing and Analysis, (2010).

A collection of publications by Katja Schladitz in the Fraunhofer-Publica