Daniel Cremers
Daniel Cremers | |
|---|---|
| Born | 1971 (age 52–53)[ Technische Universität München |
| Thesis | (2002) |
Daniel Cremers (born 1971) is a German
partial differential equations, convex and combinatorial optimization, machine learning and statistical inference.[1]
Career
Cremers received a bachelor's degree in mathematics (1994) and Physics (1994), and later a master's degree in Theoretical Physics (1997) from the
UCLA. He was associate professor at the University of Bonn from 2005 until 2009.[1]
He received a Starting Grant (2009), a Consolidator Grant (2015) and an Advanced Grant (2020) by the
Gottfried Wilhelm Leibniz Prize for having "brought the field of image processing and pattern recognition an important step closer to its goal of reproducing the abilities of human vision with camera systems and computers."[1][2]
Selected publications
- Dosovitskiy, Alexey; Fischer, Philipp; Ilg, Eddy; Hausser, Philip; Hazirbas, Caner; Golkov, Vladimir; Smagt, Patrick van der; Cremers, Daniel; Brox, Thomas (2015). "FlowNet: Learning Optical Flow with Convolutional Networks". 2015 IEEE International Conference on Computer Vision (ICCV). IEEE. pp. 2758–2766. ISBN 978-1-4673-8391-2.
- Engel, Jakob; Schöps, Thomas; Cremers, Daniel (2014). "LSD-SLAM: Large-Scale Direct Monocular SLAM". Computer Vision – ECCV 2014. Lecture Notes in Computer Science. Vol. 8690. Cham: Springer International Publishing. pp. 834–849. S2CID 14547347.
- Sturm, Jürgen; Engelhard, Nikolas; Endres, Felix; Burgard, Wolfram; Cremers, Daniel (2012). "A benchmark for the evaluation of RGB-D SLAM systems". 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE. pp. 573–580. ISBN 978-1-4673-1736-8.
- Cremers, Daniel; Rousson, Mikael; Deriche, Rachid (6 August 2006). "A Review of Statistical Approaches to Level Set Segmentation: Integrating Color, Texture, Motion and Shape". International Journal of Computer Vision. 72 (2). Springer Science and Business Media LLC: 195–215. S2CID 2616070.
References
- ^ a b c d "Prof. Dr. Daniel Cremers". Computer Vision Group, TUM Department of Informatics, Technical University of Munich. Retrieved 23 February 2020.
- ^ "Gottfried Wilhelm Leibniz Prize 2016". ChemViews. Retrieved 23 February 2020.
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