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Face Recognition, Facial Attribute Classification, Gabor filters, Biometrics, Open-set recognition
Switzerland

Activities

Employment (5)

Universität Zürich: Zürich, ZH, CH

Employment
Source: check_circle
University of Zurich

Universität Zürich: Zurich, ZH, CH

2020-07-01 to present | Assistant Professor (Department of Informatics)
Employment
Source: Self-asserted source
Manuel Günther

trinamiX GmbH: Ludwigshafen am Rhein, DE

2020-01-01 to 2020-06-30
Employment
Source: Self-asserted source
Manuel Günther

University of Colorado Colorado Springs: Colorado Springs, CO, US

2015 to 2018-10 | Research Associate (Computer Science)
Employment
Source: Self-asserted source
Manuel Günther

Idiap Research Institute: Martigny, CH

2012 to 2015 (Biometrics Group)
Employment
Source: Self-asserted source
Manuel Günther

Education and qualifications (2)

Ruhr-Universität Bochum: Bochum, Nordrhein-Westfalen, DE

2006 to 2011 | Dr. Ing. (Institut für Neuroinformatik)
Education
Source: Self-asserted source
Manuel Günther

Technische Universität Ilmenau: Ilmenau, DE

1999 to 2006 | Dipl.-Inf.
Education
Source: Self-asserted source
Manuel Günther

Works (50 of 55)

Items per page:
Page 1 of 2

Operational Open-Set Recognition and PostMax Refinement

2025 | Book chapter
Contributors: Steve Cruz; Ryan Rabinowitz; Manuel Günther; Terrance E. Boult
Source: check_circle
Crossref

Open-set face recognition with maximal entropy and Objectosphere loss

Image and Vision Computing
2024-01 | Journal article
Part of ISSN: 0262-8856
Contributors: Rafael Henrique Vareto; Yu Linghu; Terrance Edward Boult; William Robson Schwartz; Manuel Günther
Source: Self-asserted source
Manuel Günther

Consistency and Accuracy of CelebA Attribute Values

Conference on Computer Vision and Pattern Recognition Workshop (CVPRW)
2023 | Conference paper
Contributors: Wu, Haiyu; Bezold, Grace; Günther, Manuel; Boult, Terrance E.; King, Michael; Bowyer, Kevin
Source: Self-asserted source
Manuel Günther

Open-Set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation

2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
2023-11-06 | Conference paper
Contributors: Rafael Henrique Vareto; Manuel Günther; William Robson Schwartz
Source: Self-asserted source
Manuel Günther

Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness

2023-10-26 | Conference paper
Contributors: Shide Du; Zihan Fang; Shiyang Lan; Yanchao Tan; Manuel Günther; Shiping Wang; Wenzhong Guo
Source: check_circle
Crossref

Patient-specific quality assurance strategies for synthetic computed tomography in magnetic resonance-only radiotherapy of the abdomen

Physics and Imaging in Radiation Oncology
2023-07 | Journal article
Contributors: Riccardo Dal Bello; Mariia Lapaeva; Agustina La Greca Saint-Esteven; Philipp Wallimann; Manuel Günther; Ender Konukoglu; Nicolaus Andratschke; Matthias Guckenberger; Stephanie Tanadini-Lang
Source: check_circle
Crossref

Large-Scale Open-Set Classification Protocols for ImageNet

2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
2023-01 | Conference paper
Contributors: Andres Palechor; Annesha Bhoumik; Manuel Gunther
Source: Self-asserted source
Manuel Günther

Eight Years of Face Recognition Research: Reproducibility, Achievements and Open Issues

arXiv
2022 | Journal article
Contributors: de Freitas Pereira, Tiago; Schmidli, Dominic; Linghu, Yu; Zhang, Xinyi; Marcel, Sébastien; Günther, Manuel
Source: Self-asserted source
Manuel Günther

Agglomerative Clustering with Threshold Optimization via Extreme Value Theory

Algorithms
2022-05-20 | Journal article
Contributors: Chunchun Li; Manuel Günther; Akshay Raj Dhamija; Steve Cruz; Mohsen Jafarzadeh; Touqeer Ahmad; Terrance E. Boult
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Watchlist Adaptation: Protecting the Innocent

International Conference of the Biometrics Special Interest Group (BIOSIG)
2020-09 | Conference paper
Source: Self-asserted source
Manuel Günther

The Overlooked Elephant of Object Detection: Open Set

2020 IEEE Winter Conference on Applications of Computer Vision (WACV)
2020-03 | Conference paper
Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Facial Attributes: Accuracy and Adversarial Robustness

Pattern Recognition Letters
2019 | Journal article
EID:

2-s2.0-85034603400

Part of ISBN:

01678655

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 3)‎

Learning and the Unknown: Surveying Steps toward Open World Recognition

Proceedings of the AAAI Conference on Artificial Intelligence
2019-07-17 | Conference paper
Part of ISSN: 2374-3468
Part of ISSN: 2159-5399
Source: Self-asserted source
Manuel Günther

Improving Deep Network Robustness to Unknown Inputs with Objectosphere

Conference on Computer Vision and Pattern Recognition Workshops
2019-06 | Conference paper
Source: Self-asserted source
Manuel Günther

ECLIPSE: Ensembles of Centroids Leveraging Iteratively Processed Spatial Eclipse Clustering

2018 IEEE Winter Conference on Applications of Computer Vision (WACV)
2018 | Conference paper
EID:

2-s2.0-85050961381

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Evaluating a Convolutional Neural Network on Short-Wave Infra-Red Images

IEEE Winter Conference on Applications of Computer Vision (WACV) Workshops
2018 | Conference paper
EID:

2-s2.0-85051005928

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Reducing Network Agnostophobia

Advances in Neural Information Processing Systems 31
2018 | Book chapter
URI:

http://papers.nips.cc/paper/8129-reducing-network-agnostophobia.pdf

EID:

2-s2.0-85064807826

Part of ISBN:

10495258

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

What’s Hiding in My Deep Features?

Deep Learning in Biometrics
2018 | Book chapter
Source: Self-asserted source
Manuel Günther

2D Face Recognition: An Experimental and Reproducible Research Survey

2017 | Report
Source: Self-asserted source
Manuel Günther

A Survey of Stealth Malware Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions

IEEE Communications Surveys and Tutorials
2017 | Journal article
EID:

2-s2.0-85020422457

Part of ISBN:

1553877X

Contributors: Rudd, E.M.; Rozsa, A.; Günther, M.; Boult, T.E.
Source: Self-asserted source
Manuel Günther via Scopus - Elsevier

Adversarial Robustness: Softmax versus Openmax

British Machine Vision Conference (BMVC)
2017 | Conference paper
EID:

2-s2.0-85086057161

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

AFFACT: Alignment-free facial attribute classification technique

International Joint Conference on Biometrics (IJCB)
2017 | Conference paper
EID:

2-s2.0-85046295082

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Continuously Reproducing Toolchains in Pattern Recognition and Machine Learning Experiments

2017 | Journal article
Source: Self-asserted source
Manuel Günther

Incremental Open Set Intrusion Recognition Using Extreme Value Machine

IEEE International Conference on Machine Learning and Applications (ICMLA)
2017 | Conference paper
Source: Self-asserted source
Manuel Günther

LOTS about attacking deep features

International Joint Conference on Biometrics (IJCB)
2017 | Conference paper
EID:

2-s2.0-85046253892

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

On the Robustness of Deep Neural Networks

2017 | Journal article
Source: Self-asserted source
Manuel Günther

Toward open-set face recognition

Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. IEEE
2017 | Conference paper
EID:

2-s2.0-85030212000

Part of ISBN:

21607516 21607508

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Unconstrained Face Detection and Open-Set Face Recognition Challenge

International Joint Conference on Biometrics (IJCB)
2017 | Conference paper
EID:

2-s2.0-85046282082

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

A Survey of Stealth Malware: Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions

IEEE Communications Surveys & Tutorials
2016 | Journal article
Source: Self-asserted source
Manuel Günther

Are Accuracy and Robustness Correlated?

International Conference on Machine Learning and Applications
2016 | Conference paper
EID:

2-s2.0-85015380605

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Are Facial Attributes Adversarially Robust?

International Conference on Pattern Recognition
2016 | Conference paper
EID:

2-s2.0-85019137284

Part of ISBN:

10514651

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey

Face Recognition Across the Imaging Spectrum
2016 | Book chapter
EID:

2-s2.0-85013222650

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

MOON: A mixed objective optimization network for the recognition of facial attributes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84990042044

Part of ISBN:

16113349 03029743

Contributors: Rudd, E.M.; Günther, M.; Boult, T.E.
Source: Self-asserted source
Manuel Günther via Scopus - Elsevier

MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes Supplemental Material

European Conference on Computer Vision
2016 | Conference paper
Source: Self-asserted source
Manuel Günther

PARAPH: presentation attack rejection by analyzing polarization hypotheses

Conference on Computer Vision and Pattern Recognition Workshops
2016 | Conference paper
EID:

2-s2.0-85010190140

Part of ISBN:

21607516 21607508

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Towards Robust Deep Neural Networks with BANG

arXiv preprint arXiv:1612.00138
2016 | Journal article
EID:

2-s2.0-85050915117

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 3)‎

Gender Classification by LUT Based Boosting of Overlapping Block Patterns

Scandinavian Conference on Image Analysis
2015 | Conference paper
EID:

2-s2.0-84947969005

Part of ISBN:

16113349 03029743

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Impact of eye detection error on face recognition performance

IET biometrics
2015 | Journal article
EID:

2-s2.0-84940557251

Part of ISBN:

20474946 20474938

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Reconstruction of images from Gabor graphs with applications in facial image processing

International Journal of Wavelets, Multiresolution and Information Processing
2015 | Journal article
EID:

2-s2.0-84938419013

Part of ISBN:

02196913

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Bi-modal biometric authentication on mobile phones in challenging conditions

Image and Vision Computing
2014 | Journal article
EID:

2-s2.0-84919395207

Part of ISBN:

02628856

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Score calibration in face recognition

IET Biometrics
2014 | Journal article
EID:

2-s2.0-84918810829

Part of ISBN:

20474946 20474938

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Automatic Face Classification of Cushing's Syndrome in Women-A Novel Screening Approach

Exp Clin Endocrinol Diabetes
2013 | Journal article
EID:

2-s2.0-84885956101

Part of ISBN:

09477349 14393646

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

On the Improvements of Uni-modal and Bi-modal Fusions of Speaker and Face Recognition for Mobile Biometrics

Biometric Technologies in Forensic Science
2013 | Conference paper
Source: Self-asserted source
Manuel Günther

The 2013 Face Recognition Evaluation in Mobile Environment

International Conference on Biometrics
2013 | Conference paper
EID:

2-s2.0-84887434072

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

The 2013 Speaker Recognition Evaluation in Mobile Environment

International Conference on Biometrics
2013 | Conference paper
EID:

2-s2.0-84887457073

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

An open source framework for standardized comparisons of face recognition algorithms

European Conference on Computer Vision
2012 | Conference paper
EID:

2-s2.0-84867708736

Part of ISBN:

16113349 03029743

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Bob: a free signal processing and machine learning toolbox for researchers

Proceedings of the 20th ACM international conference on Multimedia
2012 | Conference paper
EID:

2-s2.0-84871393354

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

Face recognition with disparity corrected Gabor phase differences

International Conference on Artificial Neural Networks
2012 | Conference paper
EID:

2-s2.0-84867681952

Part of ISBN:

03029743 16113349

Source: Self-asserted source
Manuel Günther
grade
Preferred source (of 2)‎

OR01-4 Validation of a novel approach for the detection of acromegaly with automatic face classification using photographs from the internet

Growth Hormone & IGF Research
2012 | Journal article
Source: Self-asserted source
Manuel Günther

Statistical Gabor Graph Based Techniques for the Detection, Recognition, Classification, and Visualization of Human Faces

Shaker Verlag
2012 | Book
Source: Self-asserted source
Manuel Günther
Items per page:
Page 1 of 2

Peer review (13 reviews for 8 publications/grants)

Review activity for Heliyon. (1)
Review activity for Image and vision computing. (1)
Review activity for Intelligent systems with applications. (1)
Review activity for Machine learning. (1)
Review activity for Pattern recognition letters. (2)
Review activity for Pattern recognition. (5)
Review activity for Sensors. (1)
Review activity for Signal processing. (1)