Master Theses – In Progress

  • Downsampling and Upscaling for Efficient Low-Bitrate 3D Point Cloud Compression
    Supervisor: Dat Thanh Nguyen, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 05.05.2025
  • Evidential Deep Learning for Pixel-Wise Out-of-Distribution Detection
    Supervisor: Marc Hölle, M.Sc.
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 01.04.2025
  • Modern Hopfield Networks for Out-of-Distribution Detection in Semantic
    Supervisor: Marc Hölle, M.Sc.
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 01.04.2025
  • Increasing the Resolution of Point Clouds by Merging LiDAR and Stereo Camera Data
    Supervisor: PD Dr.-Ing. Jürgen Seiler
    Faculty: PD Dr.-Ing. Jürgen Seiler
    Begin: 27.03.2025
  • Optimizing Hyperprior Networks in the CASH Architecture for Learned Image Compression
    Supervisor: Simon Deniffel, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 26.03.2025
  • Development of a Time Series Model for Long-Term Demand Forecasting in Manufacturing
    Supervisor: Prof. Dr. Vasileios Belagiannis
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 03.03.2025
  • Design and Analysis of Multichannel Signal Enhancement Algorithms for MEMS Microphones
    Supervisor: Dr.-Ing. Heinrich Löllmann
    Faculty: Prof. Dr.-Ing. Sebastian Schlecht
    Begin: 03.02.2025
  • Integration of Multi-Agent Systems for Enhanced Robotics Application and Decision-Making
    Supervisor: Prof. Dr. Vasileios Belagiannis
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 01.02.2025
  • Learned Wavelet Video Coding for Volumetric Medical Image Compression
    Supervisor: Anna Meyer, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 23.01.2025
  • Evaluating the Limitations of Multilingual Understanding in LLMs
    Supervisor: Rohan Asthana, M.Sc.
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 15.01.2025
  • End2End AI Radar Superresolution Signal Processing Including Doppler
    Supervisor: Prof. Dr. Vasileios Belagiannis
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 02.01.2025
  • Diffusion-Based Few-Shot Medical Image Segmentation
    Supervisor: Prof. Dr. Vasileios Belagiannis
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 02.01.2025
  • Anomaly Detection in Log Files
    Supervisor: Prof. Dr. Vasileios Belagiannis
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 02.12.2024
  • Learning-Based Image and Video Compression for Thermography Data
    Supervisor: PD Dr.-Ing. Jürgen Seiler
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 02.12.2024
  • Multicore AV1-Encoding Energy Modeling
    Supervisor: Lena Eichermüller, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 28.10.2024
  • Investigating A Non-Regular Sensor Pattern to Acquire High Resolution Images
    Supervisor: Teresa Stürzenhofäcker, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 22.10.2024
  • Font Style Transfer for Text Replacement in Privacy-Sensitive Documents
    Supervisor: PD Dr.-Ing. Jürgen Seiler
    Faculty: PD Dr.-Ing. Jürgen Seiler
    Begin: 15.10.2024
  • Development of a Neural Network for Multispectral Plastic Material Classification
    Supervisor: Katja Kossira, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 14.10.2024