Publications

Publications

Towards a Quality Approach to Hierarchical Color Maps
Mertz, Tobias; Kohlhammer, Jörn
Visualization Conference 2024
[Conference Paper]


Generative AI in the context of assistive technologies: Trends, limitations and future directions
Fu, Biying; Hadid, Abdenour; Damer, Naser
[Journal Article]


First Competition on Presentation Attack Detection on ID Card
Tapia, Juan E.; Damer, Naser; Espin, Juan M.; Busch, Christoph; Barrachina, Javier; Rocamora, Alvaro S.; Ocvirk, Krištof; Alessio, Leon; Batagelj, Borut; Patwardhan, Sushrut; Ramachandra, Raghavendra; Mudgalgundurao, Raghavendra; Raja, Kiran; Schulz, Daniel; Aravena, Carlos
International Joint Conference on Biometrics 2024
[Conference Paper]


Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data
DeAndres-Tame, Ivan; Tolosana, Ruben; Melzi, Pietro; Vera-Rodriguez, Ruben; Kim, Minchul; Rathgeb, Christian; Liu, Xiaoming; Morales, Aythami; Fierrez, Julian; Ortega-Garcia, Javier; Zhong, Zhizhou; Huang, Yuge; Mi, Yuxi; Ding, Shouhong; Zhou, Shuigeng; He, Shuai; Fu, Lingzhi; Cong, Heng; Zhang, Rongyu; Xiao, Zhihong; Smirnov, Evgeny; Pimenov, Anton; Grigorev, Aleksei; Timoshenko, Denis; Asfaw, Kaleb Mesfin; Yaw Low, Cheng; Liu, Hao; Wang, Chuyi; Zuo, Qing; He, Zhixiang; Shahreza, Hatef Otroshi; George, Anjith; Unnervik, Alexander; Rahimi, Parsa; Marcel, Sébastien; Neto, Pedro C.; Huber, Marco; Kolf, Jan Niklas; Damer, Naser; Boutros, Fadi; Cardoso, Jaime S.; Sequeira, Ana F.; Andrea Atzori; Fenu, Gianni; Marras, Mirko; Štruc, Vitomir; Yu, Jiang; Li, Zhangjie; Li, Jichun; Zhao, Weisong; Lei, Zhen; Zhu, Xiangyu; Zhang, Xiao-Yu; Biesseck, Bernardo; Vidal, Pedro; Coelho, Luiz; Granada, Roger; Menotti, David
Conference on Computer Vision and Pattern Recognition Workshops 2024
[Conference Paper]


GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes
Kolf, Jan Niklas; Damer, Naser; Boutros, Fadi
Conference on Computer Vision and Pattern Recognition Workshops 2024
[Conference Paper]


Utility-based performance evaluation of biometric sample quality measures
Henniger, Olaf; Fu, Biying; Kurz, Alexander
[Journal Article]


MixQuantBio: Towards Extreme Face and Periocular Recognition Model Compression with Mixed-precision Quantization
Kolf, Jan Niklas; Elliesen, Jurek; Damer, Naser; Boutros, Fadi
[Journal Article]


AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge Distillation
Babnik, Žiga; Boutros, Fadi; Damer, Naser; Peer, Peter; Štruc, Vitomir
International Workshop on Biometrics and Forensics 2024
[Conference Paper]


Recognition Performance Variation Across Demographic Groups Through the Eyes of Explainable Face Recognition
Huber, Marco; Luu, Anh Thi; Damer, Naser
International Conference on Automatic Face and Gesture Recognition 2024
[Conference Paper]


If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces
Atzori, Andrea; Boutros, Fadi; Damer, Naser; Fenu, Gianni; Marras, Mirko
International Conference on Automatic Face and Gesture Recognition 2024
[Conference Paper]


SDFR: Synthetic Data for Face Recognition Competition
Otroshi Shahreza, Hatef; Ecabert, Christophe; George, Anjith; Unnervik, Alexander; Marcel, Sébastien; Di Domenico, Nicolò; Borghi, Guido; Maltoni, Davide; Boutros, Fadi; Vogel, Julia; Damer, Naser; Sánchez-Pérez, Ángela; Mas-Candela, Enrique; Calvo-Zaragoza, Jorge; Biesseck, Bernardo; Vidal, Pedro; Granada, Roger; Menotti, David; DeAndres-Tame, Ivan; Maurizio La Cava, Simone; Concas, Sara; Melzi, Pietro; Tolosana, Ruben; Vera-Rodriguez, Ruben; Perelli, Gianpaolo; Orrù, Giulia; Luca Marcialis, Gian; Fierrez, Julian
International Conference on Automatic Face and Gesture Recognition 2024
[Conference Paper]


Periocular Biometrics: A Modality for Unconstrained Scenarios
Alonso-Fernandez, Fernando; Bigun, Josef; Fierrez, Julian; Damer, Naser; Proença, Hugo; Ross, Arun
[Journal Article]


Mobile Contactless Fingerprint Presentation Attack Detection: Generalizability and Explainability
Priesnitz, Jannis; Casula, Roberto; Kolberg, Jascha; Fang, Meiling; Madhu, Akhila; Rathgeb, Christian; Marcialis, Gian Luca; Damer, Naser; Busch, Christoph
[Journal Article]


Anomaly Detection in Smart Environments: A Comprehensive Survey
Fährmann, Daniel; Martín, Laura; Sánchez, Luis; Damer, Naser
[Journal Article]


Generating Bimodal Privacy-Preserving Data for Face Recognition
Tomašević, Darian; Boutros, Fadi; Damer, Naser; Peer, Peter; Štruc, Vitomir
[Journal Article]


A Survey on Drowsiness Detection - Modern Applications and Methods
Fu, Biying; Boutros, Fadi; Lin, Chin-Teng; Damer, Naser
[Journal Article]


FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data
Melzi, Pietro; Tolosana, Ruben; Vera-Rodriguez, Ruben; Minchul, Kim; Rathgeb, Christian; Xiaoming, Liu; DeAndres-Tame, Ivan; Morales , Aythami; Fierrez, Julian; Ortega-Garcia, Javier; Zhao, Weisong; Zhu, Xiangyu; Yan, Zheyu; Zhang, Xiao-Yu; Wu, Jinlin; Lei, Zhen; Tripathi, Suvidha; Kothari, Mahak; Zama, Md Haider; Deb, Debayan; Biesseck, Bernardo; Vidal, Pedro; Granada, Roger; Fickel, Guilherme; Führ, Gustavo; Menotti, David; Unnervik, Alexander; George, Anjith; Ecabert, Christophe; Hatef Shahreza, Otroshi; Rahimi, Parsa; Marcel, Sébastien; Sarridis, Ioannis; Koutlis, Christos; Baltsou, Georgia; Papadopoulos, Symeon; Diou, Christos; Di Domenico, Nicolò; Borghi, Guido; Pellegrini, Lorenzo; Mas-Candela, Enrique; Sánchez-Pérez, Ángela; Atzori, Andrea; Fenu, Gianni; Boutros, Fadi; Marras, Mirko; Damer, Naser
Winter Conference on Applications of Computer Vision 2024
[Conference Paper]


Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics
Fang, Meiling; Damer, Naser
Winter Conference on Applications of Computer Vision 2024
[Conference Paper]


Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation
Huber, Marco; Luu, Anh Thi; Terhörst, Philipp; Damer, Naser
Winter Conference on Applications of Computer Vision 2024
[Conference Paper]


Multispectral Imaging for Differential Face Morphing Attack Detection: A Preliminary Study
Ramachandra, Raghavendra; Venkatesh, Sushma; Damer, Naser; Vetrekar, Narayan; Gad, R.S.
Winter Conference on Applications of Computer Vision 2024
[Conference Paper]


Bias and Diversity in Synthetic-based Face Recognition
Huber, Marco; Luu, Anh Thi; Boutros, Fadi; Kuijper, Arjan; Damer, Naser
Winter Conference on Applications of Computer Vision 2024
[Conference Paper]


Disentangling Morphed Identities for Face Morphing Detection
Caldeira, Eduarda; Neto, Pedro C.; Gonçalves, Tiago; Damer, Naser; Sequeira, Ana F.; Cardoso, Jaime S.
[Journal Article]


FRCSyn-onGoing: Benchmarking and Comprehensive Evaluation of Real and Synthetic Data to Improve Face Recognition Systems
Melzi, Pietro; Tolosana, Ruben; Vera-Rodriguez, Ruben; Minchul, Kim; Rathgeb, Christian; Liu, Xiaoming; DeAndres-Tame, Ivan; Morales , Aythami; Fierrez, Julian; Ortega Heras, Javier; Zhao, Weisong; Zhu, Xiangyu; Yan, Zheyu; Zhang, Xiao-Yu; Wu, Jinlin; Lei, Zhen; Tripathi, Suvidha; Kothari, Mahak; Zama, Md Haider; Deb, Debayan; Biesseck, Bernardo; Vidal, Pedro; Granada, Roger; Fickel, Guilherme; Führ, Gustavo; Menotti, David; Unnervik, Alexander; George, Anjith; Ecabert, Christophe; Shahreza, Hatef Otroshi; Rahimi, Parsa; Marcel, Sébastien; Sarridis, Ioannis; Koutlis, Christos; Baltsou, Georgia; Papadopoulos, Symeon; Diou, Christos; Domenico, Nicolò Di; Borghi, Guido; Pellegrini, Lorenzo; Mas, Enrique; Sánchez-Pérez, Ángela; Atzori, Andrea; Fenu, Gianni; Marras, Mirko; Boutros, Fadi; Damer, Naser
[Journal Article]


SFace2: Synthetic-Based Face Recognition with w-Space Identity-Driven Sampling
Boutros, Fadi; Huber, Marco; Luu, Anh Thi; Siebke, Patrick; Damer, Naser
[Journal Article]


Automatic data-driven design and 3D printing of custom ocular prostheses
Reinhard, Johann; Urban, Philipp; Bell, Stephen; Carpenter, David; Sagoo, Mandeep S.
[Journal Article]


A novel indexing algorithm for latent palmprints leveraging minutiae and orientation field
Khodadoust, Javad; Monroy, Raúl; Medina-Pérez, Miguel Angel; Loyola-González, Octavio; Kusakunniran, Worapan; Boller, Andre; Terhörst, Philipp
[Journal Article]


GAAlign: Robust Sampling-Based Point Cloud Registration Using Geometric Algebra
Neumann, Kai; Hildenbrand, Dietmar; Stock, Florian; Steinmetz, Christian; Michel, Maximilian
International Conference on Advanced Computational Applications of Geometric Algebra 2022
[Conference Paper]


Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation
Stragapede, Giuseppe; Vera-Rodriguez, Ruben; Tolosana, Ruben; Morales , Aythami; Damer, Naser; Fierrez, Julian; Ortega-Garcia, Javier
[Journal Article]


Ubiquitous Multi-Occupant Detection in Smart Environments
Fährmann, Daniel; Boutros, Fadi; Kubon, Philipp; Kirchbuchner, Florian; Kuijper, Arjan; Damer, Naser
[Journal Article]


Short-term predictor for COVID-19 severity from a longitudinal multi-omics study for practical application in intensive care units
Kugler, Sabine; Hahnefeld, Lisa; Kloka, Jan Andreas; Ginzel, Sebastian; Nürenberg-Goloub, Elena; Zinn, Sebastian; Vehrenschild, Maria; Zacharowski, Kai; Lindau, Simone; Ulrich, Evelyn; Burmeister, Jan; Kohlhammer, Jörn; Schwäble, Joachim; Gurke, Robert; Dorochow, Erika; Bennett, Alexandre; Dauth, Stephanie; Campe, Julia; Knape, Tilo; Laux, Volker; Kannt, Aimo; Köhm, Michaela; Geisslinger, Gerd; Resch, Eduard; Behrens, Frank
[Journal Article]