Peter Gehler - Google Scholar Citations

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	All	Since 2015
Citations	5814	4380
h-index	31	29
i10-index	45	41

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Sebastian NowozinGoogle AI Berlin (Brain team)Verified email at google.com
Bernt SchieleProfessor, Max Planck Institute for Informatics, Saarland Informatics Campus, Saarland UniversityVerified email at mpi-inf.mpg.de
Leonid PishchulinAmazonVerified email at mpi-inf.mpg.de
Varun JampaniResearch Scientist, Google ResearchVerified email at google.com
Martin KiefelApplied Scientist, Amazon, TübingenVerified email at amazon.com
Mykhaylo AndrilukaGoogle ResearchVerified email at google.com
Christoph LassnerOculus Research / Facebook Reality LabsVerified email at oculus.com
Michael J. BlackMax Planck Institute for Intelligent Systems and AmazonVerified email at tuebingen.mpg.de
Raghudeep GaddeMPI-ISVerified email at tuebingen.mpg.de
Michael StarkVicariousVerified email at vicarious.com
Bojan PepikApplied scientist at Amazon.comVerified email at amazon.de
Carsten RotherProfessor Uni Heidelberg / GermanyVerified email at iwr.uni-heidelberg.de
Federica BogoMicrosoftVerified email at tuebingen.mpg.de
Javier RomeroSenior Applied Scientist, AmazonVerified email at amazon.com
Jeremy JancsaryPrincipal Research Scientist, Nuance CommunicationsVerified email at nuance.com
Luc Van Goolprofessor computer vision ETH Zurich & KU Leuven, Head Toyota Lab TRACE @ KUL & ETHVerified email at ethz.ch
Gerard Pons-MollGroup Leader at Max Planck Institute for Informatics, Saarland Informatics Campus, SaarbrückenVerified email at mpi-inf.mpg.de
Angjoo KanazawaGoogle Research, UC BerkeleyVerified email at berkeley.edu
Bjoern AndresUniversity of Tübingen, Bosch Center for AIVerified email at andres.sc
Eldar InsafutdinovMax Planck Institute for InformaticsVerified email at mpi-inf.mpg.de

Peter Gehler

Amazon

Verified email at amazon.com - Homepage

Machine Learning Computer Vision


Title	Cited by	Year
On feature combination for multiclass object classification P Gehler, S Nowozin International Conference on Computer Vision (ICCV), 221-228, 2009	950	2009
2d human pose estimation: New benchmark and state of the art analysis M Andriluka, L Pishchulin, P Gehler, B Schiele Computer Vision and Pattern Recognition (CVPR), 3686-3693, 2014	826	2014
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation L Pishchulin, E Insafutdinov, S Tang, B Andres, M Andriluka, P Gehler, ... Conference on Computer Vision and Pattern Recognition (CVPR), 2016	397	2016
Keep it SMPL: Automatic estimation of 3D human pose and shape from a single image F Bogo, A Kanazawa, C Lassner, P Gehler, J Romero, MJ Black European Conference on Computer Vision (ECCV), 561-578, 2016	390	2016
Bayesian color constancy revisited PV Gehler, C Rother, A Blake, T Minka, T Sharp Computer Vision and Pattern Recognition (CVPR), 2008	339	2008
Poselet Conditioned Pictorial Structures L Pishchulin, M Andriluka, P Gehler, B Schiele Computer Vision and Pattern Recognition (CVPR), 2013	254	2013
Teaching 3d geometry to deformable part models B Pepik, M Stark, P Gehler, B Schiele 2012 IEEE conference on computer vision and pattern recognition, 3362-3369, 2012	247	2012
Strong Appearance and Expressive Spatial Models for Human Pose Estimation L Pishchulin, M Andriluka, P Gehler, B Schiele International Conference on Computer Vision (ICCV), 2013	183	2013
The rate adapting poisson model for information retrieval and object recognition PV Gehler, AD Holub, M Welling International Conference on Machine Learning (ICML), 337-344, 2006	130	2006
Occlusion Patterns for Object Class Detection B Pepik, M Stark, P Gehler, B Schiele Computer Vision and Pattern Recognition (CVPR), 2013	124	2013
Unite the people: Closing the loop between 3d and 2d human representations C Lassner, J Romero, M Kiefel, F Bogo, MJ Black, PV Gehler Conference on Computer Vision and Pattern Recognition (CVPR) 2, 3, 2017	122	2017
Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance PV Gehler, C Rother, M Kiefel, L Zhang, B Schölkopf Advances in Neural Information Processing Systems (NIPS), 765--773, 2011	120*	2011
Deterministic annealing for multiple-instance learning P Gehler, O Chapelle Artificial Intelligence and Statistics (AIStats), 2007	112	2007
Video propagation networks V Jampani, R Gadde, PV Gehler Computer Vision and Pattern Recognition (CVPR), 2017	108	2017
On parameter learning in CRF-based approaches to object class image segmentation S Nowozin, PV Gehler, CH Lampert European conference on computer vision (ECCV), 98-111, 2010	103	2010
A generative model of people in clothing C Lassner, G Pons-Moll, PV Gehler International Conference on Computer Vision (ICCV) 6, 2017	97	2017
Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks V Jampani, M Kiefel, PV Gehler Conference on Computer Vision and Pattern Recognition (CVPR), 2016	97	2016
3d2pm–3d deformable part models B Pepik, P Gehler, M Stark, B Schiele European Conference on Computer Vision (ECCV), 356-370, 2012	97	2012
Infinite kernel learning PV Gehler, S Nowozin Max Planck Institute for Biological Cybernetics, 2008	93	2008
Neural body fitting: Unifying deep learning and model based human pose and shape estimation M Omran, C Lassner, G Pons-Moll, P Gehler, B Schiele International Conference on 3D Vision (3DV), 484-494, 2018	84	2018

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