Computer Graphics and Machine Vision Research Group
Research keywords:
· deep learning
· computer vision
· Monte Carlo methods
· GPU
· rendering
· virtual reality
· inverse methods
· medical imaging
· visualization
· Positron Emission Tomography
· sampling and reconstruction
· games
Faculty of Electrical Engineering and Informatics Department of Control Engineering and Information Technology
Introduction of the Research Group
The computer graphics team specializes in photorealistic image synthesis on a real-time GPU, off-line CPU-based global illumination, simulation of non-photorealistic / artistic imaging, simulation and visualization of medical / physical / technical systems, image processing, machine vision, and tomography reconstruction.
Achievements
- Algorithms and GPU implementation of a dynamic PET reconstruction system- GPU-based sampling and reconstruction
- Non-Euclidean geometries in games and virtual reality systems
-Real-time algorithmic photography: fog, rain, etc. Disappearance
-Deep learning applications in image processing and graphics
- Determination of retinal transfer function (collaboration with Roska Botond's Basel group).
Publications
N/AAwards
I have to mention that our former students have been placed in professional leadership positions such as e.g. Intel, Google, Amazon, Weta Digital, Industrial Light & Magic, Disney, DreamWorks, etc. Attila Áfra, our former doctoral student and currently an Intel researcher, won the Technical Oscar this year, which is the highest award for the practical application of computer graphics.Journals
•Computer Graphics Forum•The Visual Computer
•ACM TRANSACTIONS ON GRAPHICS
•IEEE SIGNAL PROCESSING LETTERS
•IEEE Transactions on Graphics and Visualization
•Computers & Graphics
•Neural Computing and Applications
•Periodica Polytechnica