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2020 – today
- 2024
[j9]Rafael Henrique Vareto, Yu Linghu, Terrance E. Boult, William Robson Schwartz, Manuel Günther
:
Open-set face recognition with maximal entropy and Objectosphere loss. Image Vis. Comput. 141: 104862 (2024)- [c33]Steve Cruz, Ryan Rabinowitz, Manuel Günther, Terrance E. Boult:
Operational Open-Set Recognition and PostMax Refinement. ECCV (6) 2024: 475-492 - [c32]Xinyi Zhang, Johanna Sophie Bieri, Manuel Günther:
Biased Binary Attribute Classifiers Ignore the Majority Classes. SDS 2024: 197-204 - [i25]Xinyi Zhang, Johanna Sophie Bieri, Manuel Günther:
Biased Binary Attribute Classifiers Ignore the Majority Classes. CoRR abs/2403.14435 (2024) - [i24]Halil Bisgin, Andres Palechor, Mike Suter, Manuel Günther:
Large-Scale Evaluation of Open-Set Image Classification Techniques. CoRR abs/2406.09112 (2024) - [i23]Özgür Acar Güler, Manuel Günther, André Anjos:
Refining Tuberculosis Detection in CXR Imaging: Addressing Bias in Deep Neural Networks via Interpretability. CoRR abs/2407.14064 (2024) - [i22]Yu Linghu, Tiago de Freitas Pereira, Christophe Ecabert, Sébastien Marcel, Manuel Günther:
Score Normalization for Demographic Fairness in Face Recognition. CoRR abs/2407.14087 (2024) - [i21]Melih Catal, Manuel Günther:
AdvSecureNet: A Python Toolkit for Adversarial Machine Learning. CoRR abs/2409.02629 (2024) - [i20]Furkan Kasim, Terrance E. Boult, Rensso Mora, Bernardo Biesseck, Rafael O. Ribeiro, Jan Schlueter, Tomás Repák, Rafael Henrique Vareto, David Menotti, William Robson Schwartz, Manuel Günther:
Watchlist Challenge: 3rd Open-set Face Detection and Identification. CoRR abs/2409.07220 (2024) - 2023
- [c31]Haiyu Wu, Grace Bezold, Manuel Günther, Terrance E. Boult, Michael C. King, Kevin W. Bowyer:
Consistency and Accuracy of CelebA Attribute Values. CVPR Workshops 2023: 3258-3266 - [c30]Shide Du, Zihan Fang, Shiyang Lan, Yanchao Tan, Manuel Günther, Shiping Wang, Wenzhong Guo:
Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness. ACM Multimedia 2023: 8719-8729 - [c29]Rafael Henrique Vareto, Manuel Günther, William Robson Schwartz:
Open-Set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation. SIBGRAPI 2023: 55-60 - [c28]Andres Palechor, Annesha Bhoumik, Manuel Günther:
Large-Scale Open-Set Classification Protocols for ImageNet. WACV 2023: 42-51 - [i19]Shide Du, Zihan Fang, Shiyang Lan, Yanchao Tan, Manuel Günther, Shiping Wang, Wenzhong Guo:
Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness. CoRR abs/2308.03666 (2023) - [i18]Rafael Henrique Vareto, Manuel Günther, William Robson Schwartz:
Open-set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation. CoRR abs/2308.12371 (2023) - [i17]Rafael Henrique Vareto, Yu Linghu, Terrance E. Boult, William Robson Schwartz, Manuel Günther:
Open-Set Face Recognition with Maximal Entropy and Objectosphere Loss. CoRR abs/2311.00400 (2023) - 2022
- [j8]Chunchun Li, Manuel Günther, Akshay Raj Dhamija, Steve Cruz, Mohsen Jafarzadeh, Touqeer Ahmad, Terrance E. Boult:
Agglomerative Clustering with Threshold Optimization via Extreme Value Theory. Algorithms 15(5): 170 (2022) - [i16]Tiago de Freitas Pereira, Dominic Schmidli, Yu Linghu, Xinyi Zhang, Sébastien Marcel, Manuel Günther:
Eight Years of Face Recognition Research: Reproducibility, Achievements and Open Issues. CoRR abs/2208.04040 (2022) - [i15]Palechor Anacona, Annesha Bhoumik, Manuel Günther:
Large-Scale Open-Set Classification Protocols for ImageNet. CoRR abs/2210.06789 (2022) - [i14]Haiyu Wu, Grace Bezold, Manuel Günther, Terrance E. Boult, Michael C. King, Kevin W. Bowyer:
Consistency and Accuracy of CelebA Attribute Values. CoRR abs/2210.07356 (2022) - 2021
- [c27]Chunchun Li, Manuel Günther, Terrance E. Boult:
ComFu: Improving Visual Clustering by Commonality Fusion. ICMLA 2021: 143-150 - 2020
- [c26]James Henrydoss, Steve Cruz, Chunchun Li, Manuel Günther, Terrance E. Boult:
Enhancing Open-Set Recognition using Clustering-based Extreme Value Machine (C-EVM). IEEE BigData 2020: 441-448 - [c25]Manuel Günther, Akshay Raj Dhamija, Terrance E. Boult:
Watchlist Adaptation: Protecting the Innocent. BIOSIG 2020: 21-32 - [c24]Florian Siebenrock, Manuel Günther, Sören Hohmann:
LTV-MPC Based Trajectory Planning Considering Uncertain Object Prediction Through Adaptive Potential Fields. CCTA 2020: 666-672 - [c23]Akshay Raj Dhamija, Manuel Günther, Jonathan Ventura, Terrance E. Boult:
The Overlooked Elephant of Object Detection: Open Set. WACV 2020: 1010-1019
2010 – 2019
- 2019
- [j7]Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult:
Facial attributes: Accuracy and adversarial robustness. Pattern Recognit. Lett. 124: 100-108 (2019) - [c22]Terrance E. Boult, Steve Cruz, Akshay Raj Dhamija, Manuel Günther, James Henrydoss, Walter J. Scheirer:
Learning and the Unknown: Surveying Steps toward Open World Recognition. AAAI 2019: 9801-9807 - [c21]Akshay Raj Dhamija, Manuel Günther, Terrance E. Boult:
Improving Deep Network Robustness to Unknown Inputs with Objectosphere. CVPR Workshops 2019: 87-90 - 2018
- [c20]Akshay Raj Dhamija, Manuel Günther, Terrance E. Boult:
Reducing Network Agnostophobia. NeurIPS 2018: 9175-9186 - [c19]Michael Bihn, Manuel Günther, Daniel Lemmond, Terrance E. Boult:
Evaluating a Convolutional Neural Network on Short-Wave Infra-Red Images. WACV Workshops 2018: 18-27 - [c18]Chunchun Li, Manuel Günther, Terrance E. Boult:
ECLIPSE: Ensembles of Centroids Leveraging Iteratively Processed Spatial Eclipse Clustering. WACV 2018: 131-140 - [c17]Andras Rozsa, Manuel Günther, Terrance E. Boult:
Towards Robust Deep Neural Networks with BANG. WACV 2018: 803-811 - [i13]Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult:
Facial Attributes: Accuracy and Adversarial Robustness. CoRR abs/1801.02480 (2018) - [i12]Akshay Raj Dhamija, Manuel Günther, Terrance E. Boult:
Reducing Network Agnostophobia. CoRR abs/1811.04110 (2018) - 2017
- [j6]Ethan M. Rudd, Andras Rozsa, Manuel Günther, Terrance E. Boult:
A Survey of Stealth Malware Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions. IEEE Commun. Surv. Tutorials 19(2): 1145-1172 (2017) - [c16]Andras Rozsa, Manuel Günther, Terrance E. Boult:
Adversarial Robustness: Softmax versus Openmax. BMVC 2017 - [c15]Manuel Günther, Steve Cruz, Ethan M. Rudd, Terrance E. Boult:
Toward Open-Set Face Recognition. CVPR Workshops 2017: 573-582 - [c14]Manuel Günther, Andras Rozsa, Terrance E. Boult:
AFFACT: Alignment-free facial attribute classification technique. IJCB 2017: 90-99 - [c13]Andras Rozsa, Manuel Günther, Terrance E. Boult:
LOTS about attacking deep features. IJCB 2017: 168-176 - [c12]Manuel Günther, Peiyun Hu, Christian Herrmann, Chi-Ho Chan, Min Jiang, Shufan Yang, Akshay Raj Dhamija, Deva Ramanan, Jürgen Beyerer, Josef Kittler, Mohamad Al Jazaery, Mohammad Iqbal Nouyed, Guodong Guo, Cezary Stankiewicz, Terrance E. Boult:
Unconstrained Face Detection and Open-Set Face Recognition Challenge. IJCB 2017: 697-706 - [c11]James Henrydoss, Steve Cruz, Ethan M. Rudd, Manuel Günther, Terrance E. Boult:
Incremental Open Set Intrusion Recognition Using Extreme Value Machine. ICMLA 2017: 1089-1093 - [i11]Manuel Günther, Steve Cruz, Ethan M. Rudd, Terrance E. Boult:
Toward Open-Set Face Recognition. CoRR abs/1705.01567 (2017) - [i10]Andras Rozsa, Manuel Günther, Terrance E. Boult:
Adversarial Robustness: Softmax versus Openmax. CoRR abs/1708.01697 (2017) - [i9]Manuel Günther, Peiyun Hu, Christian Herrmann, Chi-Ho Chan, Min Jiang, Shufan Yang, Akshay Raj Dhamija, Deva Ramanan, Jürgen Beyerer, Josef Kittler, Mohamad Al Jazaery, Mohammad Iqbal Nouyed, Cezary Stankiewicz, Terrance E. Boult:
Unconstrained Face Detection and Open-Set Face Recognition Challenge. CoRR abs/1708.02337 (2017) - 2016
- [c10]Ethan M. Rudd, Manuel Günther, Terrance E. Boult:
PARAPH: Presentation Attack Rejection by Analyzing Polarization Hypotheses. CVPR Workshops 2016: 171-178 - [c9]Ethan M. Rudd, Manuel Günther, Terrance E. Boult:
MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes. ECCV (5) 2016: 19-35 - [c8]Andras Rozsa, Manuel Günther, Terrance E. Boult:
Are Accuracy and Robustness Correlated. ICMLA 2016: 227-232 - [c7]Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult:
Are facial attributes adversarially robust? ICPR 2016: 3121-3127 - [p1]Manuel Günther, Laurent El Shafey, Sébastien Marcel:
Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey. Face Recognition Across the Imaging Spectrum 2016: 247-280 - [i8]Ethan M. Rudd, Andras Rozsa, Manuel Günther, Terrance E. Boult:
A Survey of Stealth Malware: Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions. CoRR abs/1603.06028 (2016) - [i7]Ethan M. Rudd, Manuel Günther, Terrance E. Boult:
MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes. CoRR abs/1603.07027 (2016) - [i6]Ethan M. Rudd, Manuel Günther, Terrance E. Boult:
PARAPH: Presentation Attack Rejection by Analyzing Polarization Hypotheses. CoRR abs/1605.03124 (2016) - [i5]Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult:
Are Facial Attributes Adversarially Robust? CoRR abs/1605.05411 (2016) - [i4]Andras Rozsa, Manuel Günther, Terrance E. Boult:
Are Accuracy and Robustness Correlated? CoRR abs/1610.04563 (2016) - [i3]Manuel Günther, Andras Rozsa, Terrance E. Boult:
AFFACT - Alignment Free Facial Attribute Classification Technique. CoRR abs/1611.06158 (2016) - [i2]Andras Rozsa, Manuel Günther, Terrance E. Boult:
Exploring LOTS in Deep Neural Networks. CoRR abs/1611.06179 (2016) - [i1]Andras Rozsa, Manuel Günther, Terrance E. Boult:
Towards Robust Deep Neural Networks with BANG. CoRR abs/1612.00138 (2016) - 2015
- [j5]Abhishek Dutta, Manuel Günther, Laurent El Shafey, Sébastien Marcel, Raymond N. J. Veldhuis, Luuk J. Spreeuwers:
Impact of eye detection error on face recognition performance. IET Biom. 4(3): 137-150 (2015) - [j4]Manuel Günther, Stefan Böhringer, Dagmar Wieczorek, Rolf P. Würtz:
Reconstruction of images from Gabor graphs with applications in facial image processing. Int. J. Wavelets Multiresolution Inf. Process. 13(4): 1550019:1-1550019:25 (2015) - [c6]Rakesh Mehta, Manuel Günther, Sébastien Marcel:
Gender Classification by LUT Based Boosting of Overlapping Block Patterns. SCIA 2015: 530-542 - 2014
- [j3]Miranti Indar Mandasari, Manuel Günther, Roy Wallace, Rahim Saeidi, Sébastien Marcel, David A. van Leeuwen:
Score calibration in face recognition. IET Biom. 3(4): 246-256 (2014) - [j2]Elie Khoury, Laurent El Shafey, Christopher McCool, Manuel Günther, Sébastien Marcel:
Bi-modal biometric authentication on mobile phones in challenging conditions. Image Vis. Comput. 32(12): 1147-1160 (2014) - 2013
- [c5]Manuel Günther, Artur Costa-Pazo, Changxing Ding, Elhocine Boutellaa, Giovani Chiachia, Honglei Zhang, Marcus A. Angeloni, Vitomir Struc, Elie Khoury, Esteban Vázquez-Fernández, Dacheng Tao, Messaoud Bengherabi, David D. Cox, Serkan Kiranyaz, Tiago de Freitas Pereira, Jerneja Zganec-Gros, Enrique Argones-Rúa, Nicolas Pinto, Moncef Gabbouj, Flávio Olmos Simões, Simon Dobrisek, Daniel González-Jiménez, Anderson Rocha, Mário Uliani Neto, Nikola Pavesic, Alexandre Xavier Falcão, Ricardo P. V. Violato, Sébastien Marcel:
The 2013 face recognition evaluation in mobile environment. ICB 2013: 1-7 - [c4]Elie Khoury, Bostjan Vesnicer, Javier Franco-Pedroso, Ricardo P. V. Violato, Z. Boulkcnafet, L. M. Mazaira Fernandez, Mireia Díez, J. Kosmala, Houssemeddine Khemiri, T. Cipr, Rahim Saeidi, Manuel Günther, Jerneja Zganec-Gros, Rubén Zazo-Candil, Flávio Olmos Simões, Messaoud Bengherabi, Agustín Álvarez Marquina, Mikel Peñagarikano, Alberto Abad, M. Boulayemen, Petr Schwarz, David A. van Leeuwen, Javier Gonzalez-Dominguez, Mário Uliani Neto, Elhocine Boutellaa, Pedro Gómez Vilda, Amparo Varona, Dijana Petrovska-Delacrétaz, Pavel Matejka, Joaquín González-Rodríguez, Tiago Freitas Pereira, Farid Harizi, Luis Javier Rodríguez-Fuentes, Laurent El Shafey, Marcus A. Angeloni, Germán Bordel, Gérard Chollet, Sébastien Marcel:
The 2013 speaker recognition evaluation in mobile environment. ICB 2013: 1-8 - 2012
- [b1]Manuel Günther:
Statistical Gabor graph based techniques for the detection, recognition, classification, and visualization of human faces. Technische Universität Ilmenau, Germany, Shaker 2012, ISBN 978-3-8440-0955-2, pp. 1-210 - [c3]Manuel Günther, Roy Wallace, Sébastien Marcel:
An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms. ECCV Workshops (3) 2012: 547-556 - [c2]Manuel Günther, Dennis Haufe, Rolf P. Würtz:
Face Recognition with Disparity Corrected Gabor Phase Differences. ICANN (1) 2012: 411-418 - [c1]André Anjos, Laurent El Shafey, Roy Wallace, Manuel Günther, Christopher McCool, Sébastien Marcel:
Bob: a free signal processing and machine learning toolbox for researchers. ACM Multimedia 2012: 1449-1452
2000 – 2009
- 2009
- [j1]Manuel Günther, Rolf P. Würtz:
Face Detection and Recognition Using Maximum Likelihood Classifiers on Gabor Graphs. Int. J. Pattern Recognit. Artif. Intell. 23(3): 433-461 (2009)
Coauthor Index
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