Computer Vision Engineer for 3D Garment Reconstruction
2 Tage altAngaben zum Job
| Firma | ETH Zürich |
| Kategorie | Informatik | Pensum | 80 - 100% |
| Einsatzort | Zurich |
Job-Inhalt
Project background
As ETH's central hub for artificial intelligence, the ETH AI Center bring together researchers of AI foundations, applications, and implications across all departments. It fosters research excellence, industry innovation, and AI entrepreneurship. You will collaborate closely with other research scientists and engineers to transform cutting-edge research into robust, production-quality systems. We are seeking an expert in 3D garment reconstruction from multi-view images to join our team at the ETH AI Center.
We are looking to fill this role as part of an Innosuisse project where ETH is the research partner alongside implementation partner Vestir AI. In this project we are working on revolutionizing online fashion shopping through the use of advanced 3D Computer Vision and Computer Graphics techniques to digitize human avatars and garments in 3D. Within this project, your role is to advance our existing algorithms that reconstruct 3D garments from multi-view images.
Job description
- Develop and improve methods for 3D garment reconstruction from multi-view image data
- Research and implement techniques for appearance capture and material modeling, including BRDF estimation
- Work on physically-based and data-driven representations of garments and textiles
- Collaborate with researchers and engineers across vision, graphics, and simulation
- Translate research prototypes into production-quality systems
This is a fixed-term position for 6-12 months depending on availability
Profile
The ideal candidate has a strong background in computer vision and computer graphics, with deep experience in appearance reconstruction and material modeling.
Required Qualifications
- MSc in Computer Science or related field
- Strong background in computer vision and/or computer graphics
- Hands-on experience with 3D reconstruction, multi-view geometry, or neural rendering
- Experience with appearance reconstruction, reflectance estimation, or material/BRDF modeling
- Proficiency in Python and/or C++, and familiarity with modern ML frameworks (e.g., PyTorch)
- Work permit in Switzerland and available to work on site in Zurich for 1-2 days per 2 weeks
Bonus Qualifications
- PhD in Computer Science or a related field or equivalent industry research experience
- Prior work on garments, fabrics, or deformable objects
- Publications in top-tier venues (CVPR, ICCV, ECCV, SIGGRAPH, SIGGRAPH Asia)
- Experience with physics-based rendering or differentiable rendering
We offer
- A stimulating academic environment at one of the world's leading technical universities
- The opportunity to transform research into a product that will disrupt the fashion industry with global impact
- Being a part of a core team working at the forefront of scientific innovation
- Flexible working arrangements, including options for remote work