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: 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

    • Eilers F, Jiang X. . ‘Building blocks for a complex-valued transformer architecture.’ In Proc. of ICASSP, edited by N/A, 1–5. New York City: Wiley-IEEE Press.

    • Drees D, Eilers F, Jiang X. . ‘Hierarchical random walker segmentation for large volumetric biomedical images.’ IEEE Transactions on Image Processing 31: 4431–4446. doi: 10.1109/TIP.2022.3185551.
    • Drees D, Eilers F, Bian A, Jiang X. . ‘A Bhattacharyya coefficient-based framework for noise model-aware random walker image segmentation.’ In Proc. of GCPR, edited by Andres B, Bernard F, Cremers D, Frintrop S, Goldlücke B, Ihrke I, 166–181. Berlin: Springer Nature.