Kognitive Systeme

Hannah Frank

Background

2023 - 2024
Research Assistant at the Department of Cognitive Systems, University of Tübingen
2020 - 2022
MSc in Computer Science, University of Tübingen
2016 - 2020
BSc in Bioinformatics, University of Tübingen

Research Interests

  • Deep Learning
  • Computer Vision
  • Multispectral and Hyperspectral Imaging

Teaching

Lectures

Supervised Theses

  • "Implementing a Tool for Segmentation Mask Generation" (Bachelor's thesis, 2023)
  • "A Student-Teacher Approach for Semi-supervised Hyperspectral Image Classification" (Bachelor's thesis, 2023)
  • "Application of SAM for Segmentation of Multispectral Recordings of Construction Waste" (Bachelor's thesis, 2024)
  • "Adapting Vision Transformer Models for Multi- or Hyperspectral Image Data Processing" (Bachelor's thesis, 2024)
  • "Transfer Learning for Hyperspectral Image Classification" (Master's thesis, 2024)

Publications

[1] Leon Amadeus Varga*, Hannah Frank*, and Andreas Zell (2023). Self-supervised Pretraining for Hyperspectral Classification of Fruit Ripeness. In OCM 2023 - Optical Characterization of Materials : Conference Proceedings (pp. 97-108).