Florian Eilers

Research Associate
© Florian Eilers

Tel. +49 251 83 - 32751
florian.eilers(AT)uni-muenster.de

University of Münster
Department of Computer Science
Einsteinstrasse 62
D-48149 Münster

Office 602b
Consultation hour: by appointment

 

  • Research Areas

    • Medical image processing
    • Complex-valued image processing
    • Complex-valued neural networks

  • CV

    Education

    • 2018-2020: Master of Science, Mathematics for Medicine and Life Sciences, University of Lübeck
    • 2019: Semester abroad: University of Helsinki
    • 2015-2018: Bachelor of Science, Mathematics, University of Münster

    Positions

    • since 2020: Research Assistant at the Institute for Computer Science, University of Münster
    • since 2022: Guest researcher at Department of Nuclear Medicine, University Hospital Münster
 

  • Teaching

    • Vorlesung: Database Systems [100114]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)
      [ - | | wöchentlich | Mi | M B 2 (M 2) | Prof. Dr. Xiaoyi Jiang]
      [ - | | wöchentlich | Fr. | M B 2 (M 2) | Prof. Dr. Xiaoyi Jiang]
    • Tutorial Database Systems [100115]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)
      [ - | | wöchentlich | Di | SRZ 117 | Prof. Dr. Xiaoyi Jiang]
      [ - | | wöchentlich | Di | SRZ 117 | Prof. Dr. Xiaoyi Jiang]
      [ - | | wöchentlich | Di | SRZ 117 | Prof. Dr. Xiaoyi Jiang]
      [ - | | wöchentlich | Mi | SRZ 117 | Prof. Dr. Xiaoyi Jiang]
      [ - | | wöchentlich | Mi | SRZ 117 | Prof. Dr. Xiaoyi Jiang]
      [ - | | wöchentlich | Mi | SRZ 117 | Prof. Dr. Xiaoyi Jiang]
      [ - | Prof. Dr. Xiaoyi Jiang]
    • Compiler Construction [100113]
      (in cooperation with Dr. Dietmar Lammers, Christof Duhme)
      [ - | | wöchentlich | Mo | M B 5 (M 5) | Florian Eilers]
      [ - | | wöchentlich | Do | M B 5 (M 5) | Florian Eilers]
      [ - | Florian Eilers]
    • Pattern Recognition [100116]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)
      [ - | | wöchentlich | Mi | M B 3 (M 3) | Florian Eilers]
      [ - | | wöchentlich | Fr. | M B 3 (M 3) | Florian Eilers]
    • Vorlesung: Computer Vision [108114]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)
      [ - | | wöchentlich | Mo | M B 1 (M 1) | Florian Eilers]
      [ - | | wöchentlich | Do | M B 1 (M 1) | Florian Eilers]
      [11.11.2024 | | wöchentlich | Mo | SRZ 204 | Florian Eilers]
    • Projektseminar: Capstone Project: Clinically Relevant Text Generation from Medical Images [108120]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)
    • Practical Training Computer Vision [108115]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)
    • Compiler Construction [106112]
      (in cooperation with Dr. Dietmar Lammers, Christof Duhme)
    • Vorlesung: Computer Vision [104562]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)
    • Projektseminar: Capstone Project: Generative Image Models: The Evolution to Diffusion Models [104580]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)
    • Practical Training Computer Vision [104563]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)
    • Pattern Recognition [102086]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)
    • Practical Training Pattern Recognition [102087]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)
    • Projektseminar: Capstone Project: Adversarial Attacks in Medical Imaging: A Team Competition for Robustness in Neural Networks and Attack Algorithms [100120]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)
    • Practical Training Pattern Recognition [108114]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Andreas Nienkötter, Christof Duhme)
    • Projektseminar: Capstone Project: Machine Learning for Medical Imaging: Taking SIRT fo the Next Level [106065]
      (in cooperation with Prof. Dr. Xiaoyi Jiang, Christof Duhme)

  • Publications

    • , and . . “Building blocks for a complex-valued transformer architecture.” in Proc. of ICASSP, edited by N/A. New York City: Wiley-IEEE Press.

    • , , and . . “Hierarchical random walker segmentation for large volumetric biomedical images.” IEEE Transactions on Image Processing, № 31: 4431–4446. doi: 10.1109/TIP.2022.3185551.
    • , , , and . . “A Bhattacharyya coefficient-based framework for noise model-aware random walker image segmentation.” in Proc. of GCPR, edited by B Andres, F Bernard, D Cremers, S Frintrop, B Goldlücke and I Ihrke. Berlin: Springer Nature.