معرفی
Marc Pollefeys is a Full Professor at the Department of Computer Science, ETH Zurich, and Director of the Microsoft Mixed Reality and AI Lab. His work focuses on advanced perception systems for HoloLens, 3D computer vision, robotics, and machine learning. Key contributions include automated 3D modeling from video, real-time reconstruction pipelines, and vision-based autonomous systems.
- Education: PhD from KU Leuven (1999)
- Previous Affiliation: Professor at UNC Chapel Hill
Research interests span 3D reconstruction, computer vision, robotics, SLAM, augmented reality, and privacy-preserving mapping. His work often integrates geometric modeling, feature matching, and deep learning. Recent projects emphasize implicit 3D representations, open-vocabulary scene understanding, and robust estimation using neural-guided algorithms.
Recent publications highlight advancements in neural implicit fields, line-based correspondence, and vision-language integration. Trends include hybrid point-line methods, differentiable RANSAC, and privacy-aware localization frameworks.
Scientific recognition includes:
- IEEE Fellow (2012)
- David Marr Prize (ICCV 1998)
- DAGM Best Paper Award (1999)
Advisees include current and alumni PhD students such as Yagız Aksoy, Federico Camposeco, and Sudipta Sinha. Collaborations span institutions like UNC Chapel Hill, ETH Zurich, and Microsoft Zurich. Research sponsors include Microsoft, Google, and European research initiatives.
