Areas of Research and Application
The Intelligent Sensing in Computer Graphics Group applies concepts from mathematical modeling, optimization and algorithm design in the fields of intelligent sensing and 2D/3D signal processing. Highly relevant methods include those from deep learning, 3D data processing, visualization, modelling and simulation. A special interest lies in real-time, resource-efficient concepts, which utilize massively parallel systems on GPUs and distributed embedded systems.
Research domains

Digital Image and Signal Processing

Machine Learning

Geometric Deep Learning

Human-Machine Interaction

Intelligent Sensors

Virtual & Augmented Reality

Sensor-Actuator Networks

Additive Manufacturing / Rapid Prototyping

Modelling and Simulations

3D Data Processing

Localization and Motion
