The Computer Vision and Graphics (CVG) group is an active research group carrying out innovative research in the field of Visual Computing. We combine extensive expertise in Computer Vision on the analysis side, i.e. capturing, sensing and understanding the visual real world and Computer Graphics on the synthesis side, i.e. modelling into digital representations and animation of these models as well as rendering and visualization, often in an analysis-by-synthesis cycle. In this context, we combine CV & CG models with deep neural networks and especially develop model-based deep learning methods, that integrate a-priori and model knowlegde into neural architectures. We develop sophisticated solutions for virtual, augmented and extended reality for a broad range of applications for industry, multimedia, medicine and security. Current topics include human shape/motion analysis and synthesis, computational video, image and video understanding, biomedical image analysis, generative models as well as augmented reality.
Latest Publications
- March 2024: Wieland Morgenstern will present his work Animatable Virtual Humans: Learning pose-dependent human representations in UV space for interactive performance synthesis at IEEE VR 2024
- February 2024: 7 papers presented at VISAPP 2024:
- P. Knoll al., Animating NeRFs from Texture Space: A Framework for Pose-Dependent Rendering of Human Performances
- F. Barthel et al., Multi-view Inversion for 3D-aware Generative Adversarial Networks
- L. Wei et al. Multi-task Planar Reconstruction with Feature Warping Guidance
- C. Seibold et al. Towards Better Morphed Face Images without Ghosting Artifacts
- E. Wisotzky et al., Efficient and Accurate Hyperspectral Image Demosaicing with Neural Network Architectures
- M. Bagdasarian et al., Generative Texture Super-Resolution via Differential Rendering
- E. Wisotzky et al., Multispectral Stereo-Image Fusion for 3D Hyperspectral Scene Reconstruction
- September 2023: Wolfgang Paier presented our paper Video-Driven Animation of Neural Head Avatars at VMV 2023
Research Topics
The research addresses different fields in the area of Computer Vision, Computer Graphics and Visual Computing.
Projects
Current research at the CVG group is based on numerous projects from industry and public funding bodies on European and national level.
Publications
Journal papers, conference proceedings, talks and tutorials, standardization contributions and books. Find out about the publications of our group.
Team
Your partner for research and product development: Get in contact with our scientists.
Student Opportunities
We offer exciting topics for Bachelor- and Masterthesis or opportunities to work with us as a student research assistant.