Bachelor / Master Thesis »Integrating and Optimizing Point Process Texture Basis Functions«

Our Image Processing department has been specialising in traditional and AI-based image processing for over 25 years. We build industrial-grade inspection systems and develop solutions for the recognition, classification and characterisation of images in a wide range of dimensions, wavelengths and resolutions.

Background : In computer graphics, accurately modeling and controlling structural elements such as cracks, grains, and dots patterns is essential for creating realistic and detailed virtual environments. Traditional procedural methods provide flexibility but often fall short in capturing complex structural intricacies. This project focuses on enhancing procedural generation by integrating Point Process Texture Basis Functions (PPTBF) with Open Shading Language (OSL).

What you will do

• Integrate PPTBF with OSL : Use OSL to implement the PPTBF algorithm in 3D environments : like a couple of point process, feature function and window function.
• Optimize Procedural Algorithms : Develop more efficient methods for creating and managing complex structural elements in 3D environments.
• Apply to Real-World Scenarios : Test the integrated approach on applications such as inspection planning.
• Optional : Build a Parameter-Fitting Database : Create a database to accelerate the process of fitting PPTBF parame

What you bring to the table

What you can expect

We value and promote the diversity of our employees' skills and therefore welcome all applications - regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation and identity. Severely disabled persons are given preference in the event of equal suitability.

With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.

Interested? Apply online now. We look forward to getting to know you!

If you have any questions, please contact :

For questions about the application process :

Fraunhofer Institute for Industrial Mathematics ITWM

Requisition Number : 77538