392242 Project: Visual Computing (Pj) (SoSe 2025)

Contents, comment

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

Requirements for participation, required level

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.

Bibliography

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

External comments page

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

Teaching staff

Dates ( Calendar view )

Frequency Weekday Time Format / Place Period  
by appointment n.V.   07.04.-18.07.2025

Subject assignments

Module Course Requirements  
39-Inf-WP-CIT-x Kognitive Interaktionstechnologie (Schwerpunkt) Vertiefendes Projekt Student information
- Graded examination Student information
39-Inf-WP-MC-x Media Computing (Schwerpunkt) Vertiefendes Projekt Student information
- Graded examination Student information
39-M-Inf-ASE-app-foc Applied Autonomous Systems Engineering (focus) Applied Autonomous Systems Engineering (focus): Seminar Student information
- Ungraded examination Student information
39-M-Inf-INT-app-foc Applied Interaction Technology (focus) Applied Interaction Technology (focus): Projekt Student information
- Ungraded examination Student information

The binding module descriptions contain further information, including specifications on the "types of assignments" students need to complete. In cases where a module description mentions more than one kind of assignment, the respective member of the teaching staff will decide which task(s) they assign the students.


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.

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project (Pj) / 2
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