Marco Huber

According to our database, Marco Huber authored at least 29 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data.

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, Xiao-Yu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti

CoRR, 2024

Model Compression Techniques in Biometrics Applications: A Survey.

Eduarda Caldeira, Pedro C. Neto, Marco Huber, Naser Damer, Ana Filipa Sequeira

CoRR, 2024

Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation.

Marco Huber, Anh Thi Luu, Philipp Terhörst, Naser Damer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Bias and Diversity in Synthetic-based Face Recognition.

Marco Huber, Anh Thi Luu, Fadi Boutros, Arjan Kuijper, Naser Damer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Pixel-Level Face Image Quality Assessment for Explainable Face Recognition.

Philipp Terhörst, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran B. Raja, Arjan Kuijper

IEEE Trans. Biom. Behav. Identity Sci., 2023

QMagFace: Simple and Accurate Quality-Aware Face Recognition.

Philipp Terhörst, Malte Ihlefeld, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran B. Raja, Arjan Kuijper

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Uncertainty-aware Comparison Scores for Face Recognition.

Marco Huber, Philipp Terhörst, Florian Kirchbuchner, Arjan Kuijper, Naser Damer

Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders.

Naser Damer, Meiling Fang, Patrick Siebke, Jan Niklas Kolf, Marco Huber, Fadi Boutros

Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

Liveness Detection Competition - Noncontact-based Fingerprint Algorithms and Systems (LivDet-2023 Noncontact Fingerprint).

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

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data.

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

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection.

Marco Huber, Meiling Fang, Fadi Boutros, Naser Damer

Proceedings of the 31st European Signal Processing Conference, 2023

SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data.

Meiling Fang, Marco Huber, Naser Damer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Comprehensive Quantitative Quality Assessment of Thermal Cut Sheet Edges using Convolutional Neural Networks.

Janek Stahl, Andreas Frommknecht, Marco Huber

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition.

Marco Huber, Philipp Terhörst, Anh Thi Luu, Florian Kirchbuchner, Naser Damer

Proceedings of the 26th International Conference on Pattern Recognition, 2022

On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations.

Philipp Terhörst, Florian Bierbaum, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran B. Raja, Arjan Kuijper

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data.

Marco Huber, Fadi Boutros, Anh Thi Luu, Kiran B. Raja, Raghavendra Ramachandra, Naser Damer, Pedro C. Neto, Tiago Gonçalves, Ana Filipa Sequeira, Jaime S. Cardoso, João Tremoço, Miguel Lourenço, Sergio Serra, Eduardo Cermeño, Marija Ivanovska, Borut Batagelj, Andrej Kronovsek, Peter Peer, Vitomir Struc

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data.

Fadi Boutros, Marco Huber, Patrick Siebke, Tim Rieber, Naser Damer

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

On Evaluating Pixel-Level Face Image Quality Assessment.

Marco Huber, Philipp Terhöst, Florian Kirchbuchner, Naser Damer, Arjan Kuijper

Proceedings of the 30th European Signal Processing Conference, 2022

Risks in DeFi-Lending Protocols - An Exploratory Categorization and Analysis of Interest Rate Differences.

Marco Huber, Vinzenz Treytl

Proceedings of the Database and Expert Systems Applications - DEXA 2022 Workshops, 2022

Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition.

Marco Huber, Philipp Terhörst, Florian Kirchbuchner, Naser Damer, Arjan Kuijper

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement.

Pedro C. Neto, Tiago Gonçalves, Marco Huber, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso

Proceedings of the 21st International Conference of the Biometrics Special Interest Group, 2022

2021

A Comprehensive Study on Face Recognition Biases Beyond Demographics.

Philipp Terhörst, Jan Niklas Kolf, Marco Huber, Florian Kirchbuchner, Naser Damer, Aythami Morales, Julian Fiérrez, Arjan Kuijper

CoRR, 2021

Mask-invariant Face Recognition through Template-level Knowledge Distillation.

Marco Huber, Fadi Boutros, Florian Kirchbuchner, Naser Damer

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Investigation of Different Illumination Scenarios for the Evaluation of Thermally Cut Edges with Convolutional Neural Networks using a Mobile Device.

Janek Stahl, Christian Jauch, Macit Tuncel, Marco Huber

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2021, 2021

2020

Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition.

Philipp Terhörst, Marco Huber, Naser Damer, Florian Kirchbuchner, Arjan Kuijper

CoRR, 2020

Privacy Evaluation Protocols for the Evaluation of Soft-Biometric Privacy-Enhancing Technologies.

Philipp Terhörst, Marco Huber, Naser Damer, Peter Rot, Florian Kirchbuchner, Vitomir Struc, Arjan Kuijper

Proceedings of the BIOSIG 2020, 2020

2019

Multi-algorithmic Fusion for Reliable Age and Gender Estimation from Face Images.

Philipp Terhörst, Marco Huber, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, Arjan Kuijper

Proceedings of the 22th International Conference on Information Fusion, 2019

Reliable Age and Gender Estimation from Face Images: Stating the Confidence of Model Predictions.

Philipp Terhörst, Marco Huber, Jan Niklas Kolf, Ines Zelch, Naser Damer, Florian Kirchbuchner, Arjan Kuijper

Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

2015

Nonlinear Gaussian Filtering: Theory, Algorithms, and Applications

Marco Huber

PhD thesis, 2015