Technologies and Solutions

We develop modern computer vision and AI solutions for industrial applications. The technologies range from solutions for visual inspection, image-based methods for highly accurate and robust measurement, analysis and 3D capture of complex components as well as buildings and spaces, to augmented reality technologies and human-machine interaction to support workflows in production, construction and agriculture.

We develop modern computer vision and AR-based technologies for medical applications. We apply state-of-the-art image and video analysis methods, e.g. for intraoperative assistance systems. Current work includes real-time 3D measurement for implant fitting, hyperspectral-based tissue analysis, and videobased blood flow and vital sign monitoring. Additionally, also human-machine interaction and human-in-the-loop plays an important role.

We have many years of expertise in the field of volumetric video capturing and the creation of high-quality volumetric video sequences of people, which are suited for representation in immersive media. Based on this, we develop technologies for modelling and learning digital representations of people that allow animation, interaction and visual speech synthesis in XR environments, e.g. for digital teaching or immersive video communication.

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We develop robust algorithms for the detection of attacks on image- and video-based authentication methods with forged identities. In particular, we address robust methods for the detection of so-called morphing attacks, presentation attacks and deep fakes. In this respect, we particularly investigate the robustness and interpretability of AI methods for security-relevant applications.