392227 Project: Visual Computing (Pj) (WiSe 2024/2025)

In this BSc project, you will gain practical experience with Computer Vision and Computer Graphics methods. Possible project directions are on extending the assignments:

• More accurate models (e.g., more detailed representation)
• More performant models (e.g. GPU parallelization)
• More robust models (e.g., illumination modeling)
• More general models (e.g., modeling dynamics)
• New applications of Gaussian Splatting (e.g. optical flow with splatting)

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

Teilnahmevoraussetzungen, notwendige Vorkenntnisse

Required skills: Python (>1 year), Machine learning basics (1 course), visual computing (1 course).
Optional skills: PyTorch or TensorFlow experience, computer graphics, computer vision (lectures or projects).

The projects are meant as a follow up to the Visual Computing bachelor lecture but could also be taken if similar skills have been acquired elsewhere, including personal projects, hackathons, or coding competitions.

Literaturangaben

The materials from the Visual Computing lecture form the basis, additional literature will be provided for each project direction.

Externe Kommentarseite

https://docs.google.com/presentation/d/e/2PACX-1vRGyE0j_cU324qp-vOEE4hEBPn3HdwliZQqeg_vT0w7Yt9EUXmgFB6NamL_ynqeBMYRgD-cdvfvXobA/pub?start=false&loop=false&delayms=3000