The Signal Processing group conducts research on various applications of machine learning, signal processing, and computer vision. We have a strong focus on mathematical theory, algorithms, and machine learning (deep learning) with applications in the automotive industry, medicine, communication systems, radar systems, other electrotechnical systems and more.
We frequently address challenges related to multi-object detection andtracking, 3D reconstruction, visual localization, semantic segmentation, and uncertainty estimation, physics-based signal processing and modelling, to name a few.
Moreover, our group is active in training the future generation of engineers and offers courses like Deep Machine Learning, and Sensor fusion and nonlinear filtering and Applied Signal Processing.
