Join the ETH AI Center
As ETH's central hub for artificial intelligence, the ETH AI Center brings together researchers specializing in AI foundations, applications, and implications across all departments. Our mission is to foster research excellence, industry innovation, and AI entrepreneurship. We are currently seeking an expert in 3D garment reconstruction from multi-view images to join our dynamic team.
About the Project
This role is part of an Innosuisse project where ETH collaborates with implementation partner Vestir AI. Together, we aim to revolutionize online fashion shopping by utilizing advanced 3D Computer Vision and Computer Graphics techniques to digitize human avatars and garments in 3D. Your primary responsibility will be to enhance our existing algorithms for reconstructing 3D garments from multi-view images.
Key Responsibilities
- 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.
Ideal Candidate Profile
The ideal candidate will possess a strong background in computer vision and computer graphics, along with significant experience in appearance reconstruction and material modeling.
Required Qualifications
- MSc in Computer Science or a 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++, with familiarity in modern ML frameworks (e.g., PyTorch).
- Work permit in Switzerland and availability to work on-site in Zurich for 1-2 days every two 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.
What 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 on a global scale.
- Be part of a core team working at the forefront of scientific innovation.
- Flexible working arrangements, including options for remote work.
Apply online using the form below. Please note that only applications matching the job profile will be considered.
Application Requirements
- CV/Resume
- Cover letter explaining your interest and qualifications
- Contact information for 2-3 references
For further information about the ETH AI Center, please visit our website. Questions regarding the position should be directed to Dr. Manuel Kaufmann at manuel.kaufmann@ai.ethz.ch (no applications).
Pre-selection is conducted by responsible recruiters, not by artificial intelligence. For recruitment services, the General Terms and Conditions of ETH Zurich apply.