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cs.HC2024

KVC-onGoing: Keystroke Verification Challenge

Giuseppe Stragapede, Ruben Vera-Rodriguez, Ruben Tolosana +27

This article presents the Keystroke Verification Challenge - onGoing (KVC-onGoing), on which researchers can easily benchmark their systems in a common platform using large-scale p…

cs.CV2024

First Competition on Presentation Attack Detection on ID Card

Juan E. Tapia, Naser Damer, Christoph Busch +12

This paper summarises the Competition on Presentation Attack Detection on ID Cards (PAD-IDCard) held at the 2024 International Joint Conference on Biometrics (IJCB2024). The compet…

cs.CV2024

A Survey on Drowsiness Detection -- Modern Applications and Methods

Biying Fu, Fadi Boutros, Chin-Teng Lin +1

Drowsiness detection holds paramount importance in ensuring safety in workplaces or behind the wheel, enhancing productivity, and healthcare across diverse domains. Therefore accur…

cs.CV2024

Beyond Spatial Explanations: Explainable Face Recognition in the Frequency Domain

Marco Huber, Naser Damer

The need for more transparent face recognition (FR), along with other visual-based decision-making systems has recently attracted more attention in research, society, and industry.…

cs.CV2024

AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition

Fadi Boutros, Vitomir Å truc, Naser Damer

Knowledge distillation (KD) aims at improving the performance of a compact student model by distilling the knowledge from a high-performing teacher model. In this paper, we present…

cs.CV2024

If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces

Andrea Atzori, Fadi Boutros, Naser Damer +2

Recent advances in deep face recognition have spurred a growing demand for large, diverse, and manually annotated face datasets. Acquiring authentic, high-quality data for face rec…