Working Student/intern for Low-light 3D

vor 1 Monat


Erlangen, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS Vollzeit

Our department «**Moving Pictures Technologies**» is developing methods to extend Neural Radiance Fields (NeRF) for low-light scenarios. Our goal is to explore advanced techniques for denoising and handling focus blur, enabling neural 3D reconstruction in challenging lighting conditions.

We are seeking a motivated student to develop innovative solutions to improve image quality in low-light environments and implement new features for denoising and blur handling. This topic can also be pursued as a bachelor thesis, providing an opportunity for in-depth research and development.

**You are interested in combining research and practices and would like to develop further in the field of 3D reconstruction?**
**Then have a look at our offer**

**What you will do**
- You build on the existing source code for state-of-the-art 3D reconstruction
- You implement algorithms for denoising and blur handling
- You set up and run experiments on datasets of various low-light scenes
- You evaluate the results using objective quality metrics and document them
- You compare the results for various different lighting conditions and camera settings in terms of processing time, memory consumption and achievable quality

**What you bring to the table**
- You are currently studying electronics engineering, computer science, information and communication technologies or a related field
- You have worked with frameworks such as TensorFlow or PyTorch
- You are experienced in the Python programming language
- You have a good knowledge of the area of multi-view image processing
- You possess basic understanding of camera operations and settings, including exposure, focus, ISO, and aperture

**What you can expect**
- **Flexible** working hours
- **Open **and **friendly team work**:

- **Varied **tasks with room for **creativity**:

- Exciting **seminars **and **events**:

- **Networking **with scientists
- **Active contribution **in applied research
- **Interesting** an **innovative** projects
- **Mentoring program** »josephine®« for talented female students

Weekly working hours are determined by agreement. You can start from now on (as a student assistant from **10** to **20 **hours a week or as an intern for a period of at least three months ). You can reduce your hours before exams and increase them during semester breaks. You can flexibly determine the working days. After your studies, you have the option of working with us full or part time.

**Interested?**

Fraunhofer-Institute for Integrated Circuits IIS



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