Stefan Roth

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Bernt SchieleProfessor, Max Planck Institute for Informatics, Saarland Informatics Campus, Saarland UniversityVerified email at mpi-inf.mpg.de
Konrad SchindlerProfessor of Photogrammetry and Remote Sensing, ETH ZurichVerified email at ethz.ch
Michael J. BlackMax Planck Institute for Intelligent Systems and AmazonVerified email at tuebingen.mpg.de
Anton Milan (Andriyenko)AmazonVerified email at amazon.com
Markus EnzweilerProfessor of Computer Science, Esslingen University of Applied SciencesVerified email at hs-esslingen.de
Uwe FrankeHead of Image Understanding, Daimler AGVerified email at daimler.com
Timo Rehfeld (Scharwächter)Mercedes-Benz Research & Development North AmericaVerified email at daimler.com
Mykhaylo AndrilukaGoogle ResearchVerified email at google.com
Marius CordtsMercedes-Benz AG R&D - Automated DrivingVerified email at daimler.com
Laura Leal-TaixéProfessor at Technical University MunichVerified email at tum.de
Ian D ReidUniversity of AdelaideVerified email at adelaide.edu.au
Uwe SchmidtVerified email at uweschmidt.org
Deqing SunResearch Scientist, GoogleVerified email at google.com
Sebastian RamosCTO & Co-Founder @ TensoreyeVerified email at tensoreye.de
Mohamed OmranMax Planck Institute for InformaticsVerified email at mpi-inf.mpg.de
Rodrigo BenensonResearch scientist at GoogleVerified email at google.com
Christoph VogelPostDoc, ICG, TU GrazVerified email at icg.tugraz.at
Carsten RotherProfessor Uni Heidelberg / GermanyVerified email at iwr.uni-heidelberg.de
Junhwa HurPhD Student @ TU DarmstadtVerified email at visinf.tu-darmstadt.de
Stephan R. RichterIntelVerified email at intel.com

Stefan Roth

Professor of Computer Science, TU Darmstadt

Verified email at cs.tu-darmstadt.de - Homepage

Computer Vision Machine Learning


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The cityscapes dataset for semantic urban scene understanding M Cordts, M Omran, S Ramos, T Rehfeld, M Enzweiler, R Benenson, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016	5800	2016
A database and evaluation methodology for optical flow S Baker, D Scharstein, JP Lewis, S Roth, MJ Black, R Szeliski International Journal of Computer Vision 92 (1), 1-31, 2011	2749	2011
A database and evaluation methodology for optical flow S Baker, D Scharstein, JP Lewis, S Roth, MJ Black, R Szeliski Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on, 1-8, 2007	2749*	2007
Secrets of optical flow estimation and their principles D Sun, S Roth, MJ Black Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on …, 2010	1648	2010
Fields of experts: A framework for learning image priors S Roth, MJ Black 2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005	1191	2005
Playing for data: Ground truth from computer games SR Richter, V Vineet, S Roth, V Koltun European Conference on Computer Vision, 102-118, 2016	1162	2016
People-tracking-by-detection and people-detection-by-tracking M Andriluka, S Roth, B Schiele Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on …, 2008	1125	2008
Pictorial structures revisited: People detection and articulated pose estimation M Andriluka, S Roth, B Schiele Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on …, 2009	1030	2009
MOT16: A Benchmark for Multi-Object Tracking A Milan, L Leal-Taixe, I Reid, S Roth, K Schindler arXiv preprint arXiv:1603.00831, 2016	926	2016
Fields of experts S Roth, MJ Black International Journal of Computer Vision 82 (2), 205-229, 2009	816	2009
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking L Leal-Taixé, A Milan, I Reid, S Roth, K Schindler arXiv preprint arXiv:1504.01942, 2015	656	2015
Monocular 3d pose estimation and tracking by detection M Andriluka, S Roth, B Schiele Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, 623-630, 2010	602	2010
Continuous Energy Minimization for Multi-Target Tracking. A Milan, S Roth, K Schindler IEEE transactions on pattern analysis and machine intelligence, 2013	597	2013
A quantitative analysis of current practices in optical flow estimation and the principles behind them D Sun, S Roth, MJ Black Technical report, Brown-CS-10-03, 2010	556*	2010
Tracking loose-limbed people L Sigal, S Bhatia, S Roth, MJ Black, M Isard Computer Vision and Pattern Recognition, 2004. CVPR 2004. Proceedings of the …, 2004	556	2004
Shrinkage fields for effective image restoration U Schmidt, S Roth Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on …, 2014	471	2014
Discrete-continuous optimization for multi-target tracking A Andriyenko, K Schindler, S Roth Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on …, 2012	443	2012
On the spatial statistics of optical flow S Roth, MJ Black International Journal of Computer Vision 74 (1), 33-50, 2007	345	2007
On the Spatial Statistics of Optical Flow S Roth, MJ Black Proceedings of the Tenth IEEE International Conference on Computer Vision …, 2005	345	2005
Learning optical flow D Sun, S Roth, J Lewis, M Black Computer Vision–ECCV 2008, 83-97, 2008	322	2008

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