Margret Keuper

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Thomas BroxUniversity of Freiburg and AmazonVerified email at cs.uni-freiburg.de
Tonmoy SaikiaAlgoluxVerified email at algolux.com
Eddy IlgProfessor at Saarland UniversityVerified email at cs.uni-saarland.de
Olaf Ronnebergerapl. Prof. for Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Bjoern AndresTU DresdenVerified email at andres.sc
Jovita LukasikUniversity of MannheimVerified email at informatik.uni-mannheim.de
Bernt SchieleProfessor, Max Planck Institute for Informatics, Saarland Informatics Campus, Saarland UniversityVerified email at mpi-inf.mpg.de
Alexey DosovitskiyInceptiveVerified email at inceptive.team
Nikolaus MayerUniversity of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Mario FritzFaculty CISPA Helmholtz Center for Information Security; Professor Saarland UniversityVerified email at cispa.de
Franz-Josef PfreundtFraunhofer ITWM,Division Director , Competence Center for High Performance ComputingVerified email at itwm.fhg.de
Hans BurkhardtProfessor of Computer Science, University of FreiburgVerified email at informatik.uni-freiburg.de
Yang He (贺洋)AmazonVerified email at amazon.com
Wei-Chen Chiu (邱維辰)Associate Professor, Department of Computer Science, National Chiao Tung University, TaiwanVerified email at cs.nctu.edu.tw
Patrick HeunProfessor in Chromosome Organisation, University of EdinburghVerified email at ed.ac.uk
Siyu TangETH ZürichVerified email at inf.ethz.ch
Ricard DurallFraunhofer ITWMVerified email at itwm.fraunhofer.de
Amirhossein KardoostPhd student of computer science (computer vision), University of MannheimVerified email at mail.uni-mannheim.de
Evgeny LevinkovResearch Scientist, Bosch Center for Artificial IntelligenceVerified email at de.bosch.com
Maja Temerinac-OttHochschule Furtwangen UniversityVerified email at hs-furtwangen.de

Margret Keuper

University of Siegen

Verified email at cs.uni-freiburg.de

Computer Vision


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Flownet 2.0: Evolution of optical flow estimation with deep networks E Ilg, N Mayer, T Saikia, M Keuper, A Dosovitskiy, T Brox Proceedings of the IEEE conference on computer vision and pattern …, 2017	2687	2017
Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering M Keuper, S Tang, B Andres, T Brox, B Schiele IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018	271*	2018
Motion trajectory segmentation via minimum cost multicuts M Keuper, B Andres, T Brox Proceedings of the IEEE international conference on computer vision, 3271-3279, 2015	203	2015
Occlusions, motion and depth boundaries with a generic network for disparity, optical flow or scene flow estimation E Ilg, T Saikia, M Keuper, T Brox Proceedings of the European Conference on Computer Vision (ECCV), 614-630, 2018	161	2018
Watch your up-convolution: Cnn based generative deep neural networks are failing to reproduce spectral distributions R Durall, M Keuper, J Keuper Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020	148	2020
Unmasking deepfakes with simple features R Durall, M Keuper, FJ Pfreundt, J Keuper arXiv preprint arXiv:1911.00686, 2019	136	2019
Efficient decomposition of image and mesh graphs by lifted multicuts M Keuper, E Levinkov, N Bonneel, G Lavoué, T Brox, B Andres Proceedings of the IEEE International Conference on Computer Vision, 1751-1759, 2015	131	2015
Std2p: Rgbd semantic segmentation using spatio-temporal data-driven pooling Y He, WC Chiu, M Keuper, M Fritz Proceedings of the IEEE conference on computer vision and pattern …, 2017	108*	2017
Nas-bench-301 and the case for surrogate benchmarks for neural architecture search J Siems, L Zimmer, A Zela, J Lukasik, M Keuper, F Hutter arXiv preprint arXiv:2008.09777, 2020	101	2020
Spectral graph reduction for efficient image and streaming video segmentation F Galasso, M Keuper, T Brox, B Schiele Proceedings of the IEEE conference on computer vision and pattern …, 2014	89	2014
Probflow: Joint optical flow and uncertainty estimation AS Wannenwetsch, M Keuper, S Roth Proceedings of the IEEE international conference on computer vision, 1173-1182, 2017	45	2017
Higher-order minimum cost lifted multicuts for motion segmentation M Keuper Proceedings of the IEEE International Conference on Computer Vision, 4242-4250, 2017	29	2017
Hierarchical markov random fields for mast cell segmentation in electron microscopic recordings M Keuper, T Schmidt, M Rodriguez-Franco, W Schamel, T Brox, ... 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2011	23	2011
Blind deconvolution of widefield fluorescence microscopic data by regularization of the optical transfer function (OTF) M Keuper, T Schmidt, M Temerinac-Ott, J Padeken, P Heun, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013	22	2013
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain P Harder, FJ Pfreundt, M Keuper, J Keuper 2021 International Joint Conference on Neural Networks (IJCNN),, 2021	16	2021
Spectral Distribution aware Image Generation S Jung, M Keuper arXiv preprint arXiv:2012.03110, accepted at AAAI 2021, 2020	16	2020
Solving Minimum Cost Lifted Multicut Problems by Node Agglomeration A Kardoost, M Keuper ACCV, 2018	14	2018
Arrow R-CNN for handwritten diagram recognition B Schäfer, M Keuper, H Stuckenschmidt International Journal on Document Analysis and Recognition (IJDAR) 24 (1), 3-17, 2021	13	2021
Blind deconvolution with PSF regularization for wide-field microscopy M Keuper, M Temerinac-Ott, J Padeken, P Heun, T Brox, H Burkhardt, ... 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 1292-1295, 2012	13	2012
Semi-automatic determination of cell surface areas used in systems biology V Morath, M Keuper, M Rodriguez-Franco, S Deswal, G Fiala, ... Frontiers in Bioscience-Elite 5 (2), 533-545, 2013	12	2013

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