113:, the highest award for young researchers in Germany. In 2013, he received an ERC Starting Grant, the highest award of the European Union for young researchers, with a grant of 1.5 million euros for the project "Visual Learning and Inference in Joint Scene Models (VISLIM)". In 2019, he received an ERC Consolidator Grant. Roth is a member of the
74:, where he received his Master's degree. In 2007, he received his PhD in computer science under Michael Julian Black from the same institution. The title of his dissertation was "High-Order Markov Random Fields for Low-Level Vision". From 2007 to 2013 he was assistant professor and since 2013 professor at the
109:(ICCV). In 2010, Roth was awarded the Olympus Prize of the German Association for Pattern Recognition (DAGM), the highest German award for researchers in the areas of pattern recognition, image processing and computer vision. In 2012, he received the
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techniques in computer vision. His research focuses on recognition and tracking of people and objects, scene understanding, statistical image modeling and processing and motion modeling and prediction.
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in 2001. The title of his thesis was "Analysis of a
Deterministic Annealing Method for Graph Matching and Quadratic Assignment Problems in Computer Vision". He then studied computer science at
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Baker, Simon; Scharstein, Daniel; Lewis, J. P.; Roth, Stefan; Black, Michael J.; Szeliski, Richard (30 November 2010).
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Scharwächter, Timo; Enzweiler, Markus; Franke, Uwe; Roth, Stefan (2013). "Efficient Multi-cue Scene
Segmentation".
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Sun, Deqing; Roth, Stefan; Black, Michael J. (2010). "Secrets of optical flow estimation and their principles".
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List of people who received the Heinz Maier-Leibnitz-Preis from the website of the German
Research Foundation
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In 2001, he received the Dean’s
Fellowship of Brown University. In 2005, he became associate member of
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2005 IEEE Computer
Society Conference on Computer Vision and Pattern Recognition (CVPR'05)
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Roth, S.; Black, M.J. (2005). "Fields of
Experts: A Framework for Learning Image Priors".
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Curriculum vitae of Stefan Roth from the website of the German
Research Foundation (DFG)
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Diplom thesis of Stefan Roth from the website of the
Technische Universität Darmstadt
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Gao, Qi; Roth, Stefan (2012). "How Well Do Filter-Based MRFs Model
Natural Images?".
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2010 IEEE Computer
Society Conference on Computer Vision and Pattern Recognition
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Department of Computer Science – Technische Universität Darmstadt
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166:"A Database and Evaluation Methodology for Optical Flow"
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European Laboratory for Learning and Intelligent Systems
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Visual Inference Lab – Technische Universität Darmstadt
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Roth studied computer science and engineering at the
176:(1). Springer Science and Business Media LLC: 1–31.
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European Lab for Learning & Intelligent Systems
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High-Order Markov Random Fields for Low-Level Visio
621:Academic staff of Technische Universität Darmstadt
420:"Im europäischen Netzwerk für KI-Spitzenforschung"
273:. Berlin, Heidelberg: Springer Berlin Heidelberg.
238:. Berlin, Heidelberg: Springer Berlin Heidelberg.
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45:He is known for his research on
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322:Curriculum vitae of Stefan Roth
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626:University of Mannheim alumni
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600:Categories
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