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Marco Huber
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2020 – today
- 2025
- [j3]Eduarda Caldeira
, Pedro C. Neto
Model compression techniques in biometrics applications: A survey. Inf. Fusion 114: 102657 (2025) - 2024
- [j2]Fadi Boutros
SFace2: Synthetic-Based Face Recognition With w-Space Identity-Driven Sampling. IEEE Trans. Biom. Behav. Identity Sci. 6(3): 290-303 (2024) - [c26]Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti:
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CVPR Workshops 2024: 3173-3183 - [c25]Benjamin Frész
Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations. FAccT 2024: 1-19 - [c24]Marco Huber, Anh Thi Luu, Naser Damer:
Recognition Performance Variation Across Demographic Groups Through the Eyes of Explainable Face Recognition. FG 2024: 1-10 - [c23]Marco Huber, Anh Thi Luu, Philipp Terhörst, Naser Damer:
Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation. WACV 2024: 4724-4733 - [c22]Marco Huber, Anh Thi Luu, Fadi Boutros, Arjan Kuijper, Naser Damer:
Bias and Diversity in Synthetic-based Face Recognition. WACV 2024: 6203-6214 - [i21]Eduarda Caldeira, Pedro C. Neto, Marco Huber, Naser Damer, Ana Filipa Sequeira:
Model Compression Techniques in Biometrics Applications: A Survey. CoRR abs/2401.10139 (2024) - [i20]Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR abs/2404.10378 (2024) - [i19]Benjamin Frész, Lena Lörcher, Marco Huber:
Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations. CoRR abs/2406.05068 (2024) - [i18]Marco Huber, Naser Damer:
Beyond Spatial Explanations: Explainable Face Recognition in the Frequency Domain. CoRR abs/2407.11941 (2024) - 2023
- [j1]Philipp Terhörst
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition. IEEE Trans. Biom. Behav. Identity Sci. 5(2): 288-297 (2023) - [c21]Janek Stahl, Andreas Frommknecht, Marco Huber:
Comprehensive Quantitative Quality Assessment of Thermal Cut Sheet Edges using Convolutional Neural Networks. BMVC 2023: 480-481 - [c20]Meiling Fang, Marco Huber, Naser Damer:
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data. CVPR Workshops 2023: 1061-1070 - [c19]Marco Huber, Meiling Fang, Fadi Boutros, Naser Damer:
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection. EUSIPCO 2023: 945-949 - [c18]Meiling Fang, Marco Huber, Julian Fiérrez, Raghavendra Ramachandra, Naser Damer, Alhasan Alkhaddour, Maksim Kasantcev, Vasiliy Pryadchenko, Ziyuan Yang, Huijie Huangfu, Yingyu Chen, Yi Zhang, Yuchen Pan, Junjun Jiang, Xianming Liu, Xianyun Sun, Caiyong Wang, Xingyu Liu, Zhaohua Chang, Guangzhe Zhao, Juan E. Tapia
SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data. IJCB 2023: 1-11 - [c17]Sandip Purnapatra, Humaira Rezaie, Bhavin Jawade, Yu Liu, Yue Pan, Luke Brosell, Mst Rumana Sumi, Lambert Igene, Alden Dimarco, Srirangaraj Setlur
Liveness Detection Competition - Noncontact-based Fingerprint Algorithms and Systems (LivDet-2023 Noncontact Fingerprint). IJCB 2023: 1-10 - [c16]Naser Damer, Meiling Fang, Patrick Siebke, Jan Niklas Kolf, Marco Huber, Fadi Boutros:
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders. IWBF 2023: 1-6 - [c15]Marco Huber, Philipp Terhörst, Florian Kirchbuchner, Arjan Kuijper, Naser Damer:
Uncertainty-aware Comparison Scores for Face Recognition. IWBF 2023: 1-6 - [c14]Philipp Terhörst, Malte Ihlefeld, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran B. Raja, Arjan Kuijper:
QMagFace: Simple and Accurate Quality-Aware Face Recognition. WACV 2023: 3473-3483 - [i17]Naser Damer, Meiling Fang, Patrick Siebke, Jan Niklas Kolf, Marco Huber, Fadi Boutros:
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders. CoRR abs/2302.01843 (2023) - [i16]Meiling Fang, Marco Huber, Naser Damer:
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data. CoRR abs/2303.02660 (2023) - [i15]Marco Huber, Anh Thi Luu, Philipp Terhörst, Naser Damer:
Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation. CoRR abs/2304.13409 (2023) - [i14]Marco Huber, Meiling Fang, Fadi Boutros, Naser Damer:
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection. CoRR abs/2304.13419 (2023) - [i13]Sandip Purnapatra, Humaira Rezaie, Bhavin Jawade, Yu Liu, Yue Pan, Luke Brosell, Mst Rumana Sumi, Lambert Igene, Alden Dimarco, Srirangaraj Setlur, Soumyabrata Dey, Stephanie Schuckers, Marco Huber, Jan Niklas Kolf, Meiling Fang, Naser Damer, Banafsheh Adami, Raul Chitic, Karsten Seelert, Vishesh Mistry, Rahul Parthe, Umit Kacar:
Liveness Detection Competition - Noncontact-based Fingerprint Algorithms and Systems (LivDet-2023 Noncontact Fingerprint). CoRR abs/2310.00659 (2023) - [i12]Marco Huber, Anh Thi Luu, Fadi Boutros, Arjan Kuijper, Naser Damer:
Bias and Diversity in Synthetic-based Face Recognition. CoRR abs/2311.03970 (2023) - [i11]Meiling Fang, Marco Huber, Julian Fiérrez, Raghavendra Ramachandra, Naser Damer, Alhasan Alkhaddour, Maksim Kasantcev, Vasiliy Pryadchenko, Ziyuan Yang, Huijie Huangfu, Yingyu Chen, Yi Zhang, Yuchen Pan, Junjun Jiang, Xianming Liu, Xianyun Sun, Caiyong Wang, Xingyu Liu, Zhaohua Chang, Guangzhe Zhao, Juan E. Tapia, Lázaro J. González Soler, Carlos M. Aravena, Daniel Schulz:
SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data. CoRR abs/2311.05336 (2023) - 2022
- [c13]Pedro C. Neto, Tiago Gonçalves, Marco Huber, Naser Damer, Ana Filipa Sequeira
OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement. BIOSIG 2022: 173-181 - [c12]Marco Huber, Philipp Terhörst, Florian Kirchbuchner, Naser Damer, Arjan Kuijper:
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition. BMVC 2022: 506 - [c11]Marco Huber, Vinzenz Treytl:
Risks in DeFi-Lending Protocols - An Exploratory Categorization and Analysis of Interest Rate Differences. DEXA Workshops 2022: 258-269 - [c10]Marco Huber, Philipp Terhöst, Florian Kirchbuchner, Naser Damer, Arjan Kuijper:
On Evaluating Pixel-Level Face Image Quality Assessment. EUSIPCO 2022: 1052-1056 - [c9]Fadi Boutros, Marco Huber
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data. IJCB 2022: 1-11 - [c8]Marco Huber
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data. IJCB 2022: 1-10 - [c7]Philipp Terhörst, Florian Bierbaum, Marco Huber
On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations. IJCB 2022: 1-9 - [c6]Marco Huber
Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition. ICPR 2022: 938-944 - [i10]Philipp Terhörst, Florian Bierbaum, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran B. Raja, Arjan Kuijper:
On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations. CoRR abs/2203.12387 (2022) - [i9]Fadi Boutros, Marco Huber, Patrick Siebke, Tim Rieber, Naser Damer:
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data. CoRR abs/2206.10520 (2022) - [i8]Marco Huber, Fadi Boutros, Anh Thi Luu, Kiran B. Raja, Raghavendra Ramachandra, Naser Damer, Pedro C. Neto, Tiago Gonçalves, Ana Filipa Sequeira
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data. CoRR abs/2208.07337 (2022) - [i7]Pedro C. Neto, Tiago Gonçalves, Marco Huber, Naser Damer, Ana Filipa Sequeira
OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement. CoRR abs/2208.07841 (2022) - [i6]Marco Huber, Philipp Terhörst, Florian Kirchbuchner, Naser Damer, Arjan Kuijper:
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition. CoRR abs/2210.10354 (2022) - 2021
- [c5]Janek Stahl, Christian Jauch
Investigation of Different Illumination Scenarios for the Evaluation of Thermally Cut Edges with Convolutional Neural Networks using a Mobile Device. IRIACV 2021: 1-7 - [c4]Marco Huber
Mask-invariant Face Recognition through Template-level Knowledge Distillation. FG 2021: 1-8 - [i5]Philipp Terhörst, Jan Niklas Kolf
A Comprehensive Study on Face Recognition Biases Beyond Demographics. CoRR abs/2103.01592 (2021) - [i4]Philipp Terhörst, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran B. Raja, Arjan Kuijper:
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition. CoRR abs/2110.11001 (2021) - [i3]Philipp Terhörst, Malte Ihlefeld, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran B. Raja, Arjan Kuijper:
QMagFace: Simple and Accurate Quality-Aware Face Recognition. CoRR abs/2111.13475 (2021) - [i2]Marco Huber, Fadi Boutros, Florian Kirchbuchner, Naser Damer:
Mask-invariant Face Recognition through Template-level Knowledge Distillation. CoRR abs/2112.05646 (2021) - 2020
- [c3]Philipp Terhörst, Marco Huber
Privacy Evaluation Protocols for the Evaluation of Soft-Biometric Privacy-Enhancing Technologies. BIOSIG 2020: 215-222 - [i1]Philipp Terhörst, Marco Huber
Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition. CoRR abs/2002.09181 (2020)
2010 – 2019
- 2019
- [c2]Philipp Terhörst, Marco Huber
Reliable Age and Gender Estimation from Face Images: Stating the Confidence of Model Predictions. BTAS 2019: 1-8 - [c1]Philipp Terhörst, Marco Huber
Multi-algorithmic Fusion for Reliable Age and Gender Estimation from Face Images. FUSION 2019: 1-8 - 2015
- [b1]Marco Huber:
Nonlinear Gaussian Filtering: Theory, Algorithms, and Applications. Karlsruhe University, Germany, 2015
Coauthor Index
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