In this MSc project, you will gain practical experience with Probabilistic Computer Vision and Computer Graphics methods. Modern approaches typically contain a deep learning component and geometric representations of the objects that are reconstructed or rendered. Possible directions are
A particular focus is on domains where uncertainty is important and on how to model this uncertainty probabilistically. Concrete examples are:
The following slides provide additional details and context to the existing visual computing modules at Bielefeld University:
https://docs.google.com/presentation/d/e/2PACX-1vRGyE0j_cU324qp-vOEE4hEBPn3HdwliZQqeg_vT0w7Yt9EUXmgFB6NamL_ynqeBMYRgD-cdvfvXobA/pub?start=false&loop=false&delayms=3000
Required skills: Python (>1 year), Machine learning, and deep learning basics.
Optional skills: PyTorch or TensorFlow experience, computer graphics, computer vision (lectures or projects).
Students don't need to be experts in all aspects of visual computing but have a strong background in one of graphics, vision, and machine learning. These skills are typically acquired by lectures, private projects, hackathons, and coding competitions.
The projects will center around existing publications from the CVPR and SIGGRAPH conferences or other respected computer vision and graphics venues.
Rhythmus | Tag | Uhrzeit | Format / Ort | Zeitraum | |
---|---|---|---|---|---|
nach Vereinbarung | n. V. | 07.10.2024-31.01.2025 |
Modul | Veranstaltung | Leistungen | |
---|---|---|---|
39-M-Inf-AI-app-foc Applied Artificial Intelligence (focus) | Applied Artificial Intelligence (focus): Projekt | Studieninformation | |
- | unbenotete Prüfungsleistung | Studieninformation | |
39-M-Inf-INT-app-foc Applied Interaction Technology (focus) | Applied Interaction Technology (focus): Projekt | Studieninformation | |
- | unbenotete Prüfungsleistung | Studieninformation |
Die verbindlichen Modulbeschreibungen enthalten weitere Informationen, auch zu den "Leistungen" und ihren Anforderungen. Sind mehrere "Leistungsformen" möglich, entscheiden die jeweiligen Lehrenden darüber.
The projects are solved in groups, with each student having concrete tasks to solve. Please send me an email (helge.rhodin@uni-b...) for more details and for registration.