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Researcher - Machine Learning for 3D Reconstruction

vor 2 Wochen

Erlangen, Deutschland Fraunhofer IIS Vollzeit

**What you will do**

**You love finding creative solutions for tricky challenges? You are passionate about computer graphics and machine learning?**

**Then join our team to use machine learning for better 3D reconstruction.**

Your task will be the conceptual design of algorithms that allow an encompassing digital representation of photographed scenes. This includes the retrieval of 3D geometry, optical material properties and illumination conditions. By means of machine learning and neuronal networks, you solve open challenges in 3D reconstruction. This also includes the efficient compression and rendering of the generated 3D models. You monitor the progress in scientific publications and extract the key concepts to combine them to novel algorithms with better performance. In collaboration with a team, you create prototype implementations, evaluate their performance and document the findings.

**What you bring to the table**
- Solid practical and theoretical experiences in machine learning as well as in 3D computer graphics or 3D reconstruction
- Experience in using Python and C++
- Enthusiasm for scientific issues and scientific working methods
- Sound command of English for working in an international team

**What you can expect**

Fraunhofer is not only the largest organisation for applied research in Europe, but we are also a top-rated employer? But why?
- Top infrastructure at your workplace: With our state-of-the-art technologies, we develop solutions to meet the challenges of present and future.
- We value personal contact: Through our structured onboarding process, you easily become familiar with our institute and can extend your network successfully.
- We take your needs seriously: We support your work-life-balance by offering flexible working hours and hybrid work.
- Your goals and interests are important to us: We offer ongoing professional and personal seminars, coaching as well as language courses.

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.

Claudia Kestler-Böhm

Fraunhofer Institute for Integrated Circuits IIS

Requisition Number: 29404

**Job Type**: Temporary

Work Location: One location