Manuel Günther

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Terrance E. BoultCU Distinguished Professor Emeritus, University of Colorado Colorado SpringsVerified email at vast.uccs.edu
Sébastien MarcelSenior researcher ( Idiap research institute ) and Professor ( University of Lausanne )Verified email at idiap.ch
Akshay Raj DhamijaUniversity of Colorado at Colorado SpringsVerified email at vast.uccs.edu
Ethan M. Rudd, PhDGoogleVerified email at google.com
Andras RozsaVAST Lab at University of Colorado Colorado SpringsVerified email at uccs.edu
Rolf P. WürtzResearcher at Institut für Neuroinformatik, Ruhr-University Bochum, GermanyVerified email at rub.de
Steve CruzPostdoctoral Research Associate, University of Notre DameVerified email at nd.edu
Laurent El ShafeyGoogle LLCVerified email at google.com
Roy WallaceIdiap Research InstituteVerified email at ieee.org
André AnjosScientific Researcher at Idiap Research Institute, SwitzerlandVerified email at idiap.ch
Stefan BöhringerBiomedical Data Sciences, Leiden University Medical CenterVerified email at lumc.nl
Chris McCoolProfessor, University of BonnVerified email at uni-bonn.de
Tiago de Freitas PereiraIDIAP Research InstituteVerified email at idiap.ch
Chunchun LiPh.D Researcher, University of Colorado at Colorado SpringsVerified email at uccs.edu
Jonathan VenturaDepartment of Computer Science and Software Engineering, Cal PolyVerified email at calpoly.edu
Walter ScheirerDennis O. Doughty Collegiate Professor of EngineeringVerified email at nd.edu
Elie S. KhouryVP Research, PindropVerified email at pindrop.com
Ender KonukogluETH ZurichVerified email at vision.ee.ethz.ch
Matthias GuckenbergerProfessor for Radiation Oncology, University Hospital Zurich, University of ZurichVerified email at usz.ch
Riccardo Dal BelloUniversitätsSpital Zürich (USZ) / Radiation Oncology clinicVerified email at usz.ch

Manuel Günther

University of Zurich, Department of Informatics

Verified email at ifi.uzh.ch - Homepage

Face recognition Bob Open source Deep Learning Open-set Classification


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Reducing network agnostophobia AR Dhamija, M Günther, T Boult Advances in Neural Information Processing Systems 31, 9157-9168, 2018	411	2018
MOON: A mixed objective optimization network for the recognition of facial attributes EM Rudd, M Günther, TE Boult European Conference on Computer Vision, 19-35, 2016	271	2016
Bob: a free signal processing and machine learning toolbox for researchers A Anjos, L El-Shafey, R Wallace, M Günther, C McCool, S Marcel Proceedings of the 20th ACM international conference on Multimedia, 1449-1452, 2012	214	2012
A Survey of Stealth Malware Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions EM Rudd, A Rozsa, M Günther, TE Boult IEEE Communications Surveys & Tutorials 19 (2), 1145-1172, 2017	205	2017
The Overlooked Elephant of Object Detection: Open Set A Dhamija, M Gunther, J Ventura, T Boult Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020	191	2020
Learning and the unknown: Surveying steps toward open world recognition TE Boult, S Cruz, AR Dhamija, M Günther, J Henrydoss, WJ Scheirer Proceedings of the AAAI conference on artificial intelligence 33 (01), 9801-9807, 2019	176	2019
Genetic determination of human facial morphology: links between cleft-lips and normal variation S Boehringer, F van der Lijn, F Liu, M Günther, S Sinigerova, S Nowak, ... European Journal of Human Genetics 19 (11), 1192-1197, 2011	155	2011
A novel approach to the detection of acromegaly: accuracy of diagnosis by automatic face classification HJ Schneider, RP Kosilek, M Günther, J Roemmler, GK Stalla, C Sievers, ... The Journal of Clinical Endocrinology & Metabolism 96 (7), 2074-2080, 2011	140	2011
Toward open-set face recognition M Günther, S Cruz, EM Rudd, TE Boult Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. IEEE, 2017	105	2017
Towards Robust Deep Neural Networks with BANG A Rozsa, M Günther, TE Boult IEEE Winter Conference on Applications of Computer Vision (WACV), 2018	99	2018
Continuously Reproducing Toolchains in Pattern Recognition and Machine Learning Experiments A Anjos, M Günther, T de Freitas Pereira, P Korshunov, A Mohammadi, ...	86	2017
Are accuracy and robustness correlated A Rozsa, M Günther, TE Boult 2016 15th IEEE International Conference on Machine Learning and Applications …, 2016	77	2016
AFFACT: Alignment-free facial attribute classification technique M Günther, A Rozsa, TE Boult International Joint Conference on Biometrics (IJCB), 90-99, 2017	73	2017
Facial Attributes: Accuracy and Adversarial Robustness A Rozsa, M Günther, EM Rudd, TE Boult Pattern Recognition Letters 124, 100-108, 2019	71	2019
Unconstrained Face Detection and Open-Set Face Recognition Challenge M Günther, P Hu, C Herrmann, CH Chan, M Jiang, S Yang, AR Dhamija, ... International Joint Conference on Biometrics (IJCB), 2017	67	2017
Are facial attributes adversarially robust? A Rozsa, M Günther, EM Rudd, TE Boult 2016 23rd International Conference on Pattern Recognition (ICPR), 3121-3127, 2016	59	2016
Automated syndrome detection in a set of clinical facial photographs S Boehringer, M Guenther, S Sinigerova, RP Wurtz, B Horsthemke, ... American Journal of Medical Genetics Part A 155 (9), 2161-2169, 2011	57	2011
Incremental Open Set Intrusion Recognition Using Extreme Value Machine J Henrydoss, S Cruz, EM Rudd, M Günther, TE Boult IEEE International Conference on Machine Learning and Applications (ICMLA …, 2017	55	2017
Bi-modal biometric authentication on mobile phones in challenging conditions E Khoury, L El Shafey, C McCool, M Günther, S Marcel Image and Vision Computing 32 (12), 1147-1160, 2014	54	2014
The 2013 Face Recognition Evaluation in Mobile Environment M Günther, A Costa-Pazo, C Ding, E Boutellaa, G Chiachia, H Zhang, ...	54	2013

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