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Wikipedia

Daniel Cremers

Daniel Cremers (born 1971) is a German computer scientist, Professor of Informatics and Mathematics and Chair of Computer Vision & Artificial Intelligence at the Technische Universität München.[1] His research foci are computer vision, mathematical image, 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 University of Heidelberg. He obtained a PhD in Computer Science from the University of Mannheim in 2002. He was a postdoctoral researcher at UCLA. He was associate professor at the University of Bonn from 2005 until 2009.[1]

He received a Starting Grant (2009), and a Consolidator Grant (2015) by the European Research Council. On March 1, 2016, Cremers received 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. IEEE. arXiv:1504.06852. doi:10.1109/iccv.2015.316.
  • Engel, Jakob; Schöps, Thomas; Cremers, Daniel (2014). "LSD-SLAM: Large-Scale Direct Monocular SLAM". Computer Vision – ECCV 2014. Cham: Springer International Publishing. doi:10.1007/978-3-319-10605-2_54. ISBN 978-3-319-10604-5. ISSN 0302-9743.
  • Sturm, Jürgen; Engelhard, Nikolas; Endres, Felix; Burgard, Wolfram; Cremers, Daniel (2012). A benchmark for the evaluation of RGB-D SLAM systems. IEEE. doi:10.1109/iros.2012.6385773.
  • 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. Springer Science and Business Media LLC. 72 (2): 195–215. doi:10.1007/s11263-006-8711-1. ISSN 0920-5691. S2CID 2616070.

References

  1. ^ a b c d "Prof. Dr. Daniel Cremers". Computer Vision Group, TUM Department of Informatics, Technical University of Munich. Retrieved 23 February 2020.
  2. ^ "Gottfried Wilhelm Leibniz Prize 2016". ChemViews. Retrieved 23 February 2020.

daniel, cremers, born, 1971, german, computer, scientist, professor, informatics, mathematics, chair, computer, vision, artificial, intelligence, technische, universität, münchen, research, foci, computer, vision, mathematical, image, partial, differential, eq. Daniel Cremers born 1971 is a German computer scientist Professor of Informatics and Mathematics and Chair of Computer Vision amp Artificial Intelligence at the Technische Universitat Munchen 1 His research foci are computer vision mathematical image partial differential equations convex and combinatorial optimization machine learning and statistical inference 1 Daniel CremersBorn1971 age 51 52 citation needed Freiburg im Breisgau GermanyEducationUniversity of Heidelberg University of MannheimAwardsGottfried Wilhelm Leibniz PrizeScientific careerFieldsComputer vision mathematical image analysis partial differential equations convex and combinatorial optimization machine learning and statistical inferenceInstitutionsTechnische Universitat MunchenThesis 2002 Career EditCremers received a bachelor s degree in mathematics 1994 and Physics 1994 and later a master s degree in Theoretical Physics 1997 from the University of Heidelberg He obtained a PhD in Computer Science from the University of Mannheim in 2002 He was a postdoctoral researcher at UCLA He was associate professor at the University of Bonn from 2005 until 2009 1 He received a Starting Grant 2009 and a Consolidator Grant 2015 by the European Research Council On March 1 2016 Cremers received 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 EditDosovitskiy 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 IEEE arXiv 1504 06852 doi 10 1109 iccv 2015 316 Engel Jakob Schops Thomas Cremers Daniel 2014 LSD SLAM Large Scale Direct Monocular SLAM Computer Vision ECCV 2014 Cham Springer International Publishing doi 10 1007 978 3 319 10605 2 54 ISBN 978 3 319 10604 5 ISSN 0302 9743 Sturm Jurgen Engelhard Nikolas Endres Felix Burgard Wolfram Cremers Daniel 2012 A benchmark for the evaluation of RGB D SLAM systems IEEE doi 10 1109 iros 2012 6385773 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 Springer Science and Business Media LLC 72 2 195 215 doi 10 1007 s11263 006 8711 1 ISSN 0920 5691 S2CID 2616070 References Edit 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 Retrieved from https en wikipedia org w index php title Daniel Cremers amp oldid 1136219102, wikipedia, wiki, book, books, library,

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