Stefan Popov
I work with Vittorio Ferrari on 3D reconstruction from a single image, 3D reconstruction from video, and human-machine collaboration for large scale image and video annotation.
I received my PhD in 2012 from the University of Saarland under supervision of Prof. Dr.-Ing. Philipp Slusallek, working on real-time ray tracing and global illumination for commodity hardware. I did a postdoc (2012-2014) at INRIA Sophia Antipolis (France) under the supervision of George Drettakis. I worked on photo-realistic rendering in cooperation with Fredo Durand (MIT) and Ravi Ramamoorthi (UC Berkley). I joined Google in 2014 and worked on the Google's search engine until 2016.
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NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations
Varun Jampani
Andreas Engelhardt
Arjun Karpur
Karen Truong
Kyle Sargent
Ricardo Martin-Brualla
Kaushal Patel
Daniel Vlasic
Vittorio Ferrari
Ce Liu
Neural Information Processing Systems (NeurIPS) (2023)
Vid2CAD: CAD Model Alignment using Multi-View Constraints from Videos
Matthias Niessner
Vittorio Ferrari
Transactions on Pattern Analysis and Machine Intelligence (TPAMI) (2022)
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale
Mohamad Hassan Mohamad Rom
Neil Alldrin
Ivan Krasin
Matteo Malloci
Alexander Kolesnikov
Vittorio Ferrari
IJCV (2020) (to appear)
CoReNet: Coherent 3D scene reconstruction from a single RGB image
Pablo Bauszat
Vittorio Ferrari
The European Conference on Computer Vision (ECCV) (2020)
