Marco Huber

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 48

Top Topics

Face Recognition

Convolutional Neural Networks

Quality Assessment

Discriminant Analysis

Top Venues

Publications

Marco Huber, Naser Damer
Beyond Spatial Explanations: Explainable Face Recognition in the Frequency Domain. CoRR (2024)
Eduarda Caldeira, Pedro C. Neto, Marco Huber, Naser Damer, Ana Filipa Sequeira
Model Compression Techniques in Biometrics Applications: A Survey. CoRR (2024)
Benjamin Frész, Lena Lörcher, Marco Huber
Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations. CoRR (2024)
Marco Huber, Anh Thi Luu, Philipp Terhörst, Naser Damer
Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation. WACV (2024)
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. CoRR (2024)
Benjamin Frész, Lena Lörcher, Marco Huber
Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations. FAccT (2024)
Marco Huber, Anh Thi Luu, Naser Damer
Recognition Performance Variation Across Demographic Groups Through the Eyes of Explainable Face Recognition. FG (2024)
Fadi Boutros, Marco Huber, Anh Thi Luu, Patrick Siebke, Naser Damer
SFace2: Synthetic-Based Face Recognition With w-Space Identity-Driven Sampling. IEEE Trans. Biom. Behav. Identity Sci. 6 (3) (2024)
Marco Huber, Anh Thi Luu, Fadi Boutros, Arjan Kuijper, Naser Damer
Bias and Diversity in Synthetic-based Face Recognition. WACV (2024)
Marco Huber, Meiling Fang, Fadi Boutros, Naser Damer
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection. CoRR (2023)
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)
Meiling Fang, Marco Huber, Naser Damer
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data. CVPR Workshops (2023)
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). IJCB (2023)
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)
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 (2023)
Janek Stahl, Andreas Frommknecht, Marco Huber
Comprehensive Quantitative Quality Assessment of Thermal Cut Sheet Edges using Convolutional Neural Networks. BMVC (2023)
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 (2023)
Meiling Fang, Marco Huber, Naser Damer
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data. CoRR (2023)
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. IJCB (2023)
Marco Huber, Meiling Fang, Fadi Boutros, Naser Damer
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection. EUSIPCO (2023)
Marco Huber, Philipp Terhörst, Florian Kirchbuchner, Arjan Kuijper, Naser Damer
Uncertainty-aware Comparison Scores for Face Recognition. IWBF (2023)
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 (2023)
Marco Huber, Anh Thi Luu, Fadi Boutros, Arjan Kuijper, Naser Damer
Bias and Diversity in Synthetic-based Face Recognition. CoRR (2023)
Philipp Terhörst, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran B. Raja, Arjan Kuijper
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition. IEEE Trans. Biom. Behav. Identity Sci. 5 (2) (2023)
Marco Huber, Anh Thi Luu, Philipp Terhörst, Naser Damer
Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation. CoRR (2023)
Marco Huber, Vinzenz Treytl
Risks in DeFi-Lending Protocols - An Exploratory Categorization and Analysis of Interest Rate Differences. DEXA Workshops (2022)
Marco Huber, Fadi Boutros, Anh Thi Luu, Kiran B. Raja, Raghavendra Ramachandra, Naser Damer, Pedro C. Neto, Tiago Gonçalves, Ana F. Sequeira, Jaime S. Cardoso, João Tremoço, Miguel Lourenço, Sergio Serra, Eduardo Cermeño, Marija Ivanovska, Borut Batagelj, Andrej Kronovsek, Peter Peer, Vitomir Struc
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data. IJCB (2022)
Fadi Boutros, Marco Huber, Patrick Siebke, Tim Rieber, Naser Damer
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data. CoRR (2022)
Marco Huber, Philipp Terhörst, Anh Thi Luu, Florian Kirchbuchner, Naser Damer
Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition. ICPR (2022)
Marco Huber, Philipp Terhöst, Florian Kirchbuchner, Naser Damer, Arjan Kuijper
On Evaluating Pixel-Level Face Image Quality Assessment. EUSIPCO (2022)
Marco Huber, Philipp Terhörst, Florian Kirchbuchner, Naser Damer, Arjan Kuijper
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition. CoRR (2022)
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. IJCB (2022)
Pedro C. Neto, Tiago Gonçalves, Marco Huber, Naser Damer, Ana F. Sequeira, Jaime S. Cardoso
OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement. BIOSIG (2022)
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 (2022)
Pedro C. Neto, Tiago Gonçalves, Marco Huber, Naser Damer, Ana F. Sequeira, Jaime S. Cardoso
OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement. CoRR (2022)
Marco Huber, Fadi Boutros, Anh Thi Luu, Kiran B. Raja, Raghavendra Ramachandra, Naser Damer, Pedro C. Neto, Tiago Gonçalves, Ana F. Sequeira, Jaime S. Cardoso, João Tremoço, Miguel Lourenço, Sergio Serra, Eduardo Cermeño, Marija Ivanovska, Borut Batagelj, Andrej Kronovsek, Peter Peer, Vitomir Struc
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data. CoRR (2022)
Fadi Boutros, Marco Huber, Patrick Siebke, Tim Rieber, Naser Damer
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data. IJCB (2022)
Marco Huber, Philipp Terhörst, Florian Kirchbuchner, Naser Damer, Arjan Kuijper
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition. BMVC (2022)
Marco Huber, Fadi Boutros, Florian Kirchbuchner, Naser Damer
Mask-invariant Face Recognition through Template-level Knowledge Distillation. FG (2021)
Philipp Terhörst, Jan Niklas Kolf, Marco Huber, Florian Kirchbuchner, Naser Damer, Aythami Morales, Julian Fiérrez, Arjan Kuijper
A Comprehensive Study on Face Recognition Biases Beyond Demographics. CoRR (2021)
Janek Stahl, Christian Jauch, Macit Tuncel, Marco Huber
Investigation of Different Illumination Scenarios for the Evaluation of Thermally Cut Edges with Convolutional Neural Networks using a Mobile Device. IRIACV (2021)
Marco Huber, Fadi Boutros, Florian Kirchbuchner, Naser Damer
Mask-invariant Face Recognition through Template-level Knowledge Distillation. CoRR (2021)
Philipp Terhörst, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran B. Raja, Arjan Kuijper
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition. CoRR (2021)
Philipp Terhörst, Malte Ihlefeld, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran B. Raja, Arjan Kuijper
QMagFace: Simple and Accurate Quality-Aware Face Recognition. CoRR (2021)
Philipp Terhörst, Marco Huber, Naser Damer, Peter Rot, Florian Kirchbuchner, Vitomir Struc, Arjan Kuijper
Privacy Evaluation Protocols for the Evaluation of Soft-Biometric Privacy-Enhancing Technologies. BIOSIG (2020)
Philipp Terhörst, Marco Huber, Naser Damer, Florian Kirchbuchner, Arjan Kuijper
Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition. CoRR (2020)
Philipp Terhörst, Marco Huber, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, Arjan Kuijper
Multi-algorithmic Fusion for Reliable Age and Gender Estimation from Face Images. FUSION (2019)
Philipp Terhörst, Marco Huber, Jan Niklas Kolf, Ines Zelch, Naser Damer, Florian Kirchbuchner, Arjan Kuijper
Reliable Age and Gender Estimation from Face Images: Stating the Confidence of Model Predictions. BTAS (2019)