Master Theses – In Progress

  • Reconstruction of Non-Regular Image Data Using Neural Networks
    Supervisor: Teresa Stürzenhofäcker, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 03.11.2025
  • Variance Reduction in Monte Carlo-Based Radar Simulations with Machine Learning 
    Supervisor: Hussian Azhar, M.Sc.
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 03.11.2025
  • Integration of the CASH Architecture into the JPEG AI Image Coding Standard
    Supervisor: Simon Deniffel, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 03.11.2025
  • Comparing Neural Networks with Classical Approaches for Video Complexity Modeling
    Supervisor: Lena Eichermüller, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 01.09.2025
  • Sparse-to-Dense Radar Point Clouds Using Diffusion Models 
    Supervisor: Hussian Azhar, M.Sc.
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 15.08.2025
  • Exploring Multi-View Image Fusion for LiDAR Upsampling 
    Supervisor: Azhar Hussian, M.Sc.
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 01.08.2025
  • 3D Object-Level Explainability in SONAR Point Cloud Data
    Supervisor: Marina Ritthaler, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 01.08.2025
  • Estimation of Hardware Encoder Energy Based on Software Encoder for HEVC All-Intra Coding
    Supervisor: Diwakara Reddy Kadagathur Lakshmana, M.Sc. and Geetha Ramasubbu, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 15.07.2025
  • Flow-Matching-Based Trajectory Prediction in 2D Maze Environments
    Supervisor: Michele De Vita, M.Sc.
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 30.06.2025
  • A Simulation Framework to Evaluate the Impact of Color Filter Arrays on Reconstructed Color Image Quality
    Supervisor: Teresa Stürzenhofäcker, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 16.06.2025
  • Coding of 3D Kinect Depth Video for Capturing Affective States
    Supervisor: Dat Thanh Nguyen, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 05.05.2025
  • Generic Feature-Loss Function for Video Coding for Machines
    Supervisor: Marc Windsheimer, M.Sc.
    Faculty: Prof. Dr.-Ing. André Kaup
    Begin: 02.05.2025
  • Time Series Forcasting with Foundation Models
    Supervisor: Prof. Dr. Vasileios Belagiannis
    Faculty: Prof. Dr. Vasileios Belagiannis
    Begin: 02.05.2025