241 citations · 593 across the 45 of their papers we have counts for
7 papers · 1 filter
Face Image Quality Assessment: A Literature Survey
Torsten Schlett, Christian Rathgeb, Olaf Henniger +3
The performance of face analysis and recognition systems depends on the quality of the acquired face data, which is influenced by numerous factors. Automatically assessing the qual…
Deep Learning-based Single Image Face Depth Data Enhancement
Torsten Schlett, Christian Rathgeb, Christoph Busch
Face recognition can benefit from the utilization of depth data captured using low-cost cameras, in particular for presentation attack detection purposes. Depth video output from t…
Morphing Attack Detection -- Database, Evaluation Platform and Benchmarking
Kiran Raja, Matteo Ferrara, Annalisa Franco +18
Morphing attacks have posed a severe threat to Face Recognition System (FRS). Despite the number of advancements reported in recent works, we note serious open issues such as indep…
Detection of Makeup Presentation Attacks based on Deep Face Representations
Christian Rathgeb, Pawel Drozdowski, Christoph Busch
Facial cosmetics have the ability to substantially alter the facial appearance, which can negatively affect the decisions of a face recognition. In addition, it was recently shown…
Demographic Bias in Biometrics: A Survey on an Emerging Challenge
P. Drozdowski, C. Rathgeb, A. Dantcheva +2
Systems incorporating biometric technologies have become ubiquitous in personal, commercial, and governmental identity management applications. Both cooperative (e.g. access contro…
Demographic Bias: A Challenge for Fingervein Recognition Systems?
P. Drozdowski, B. Prommegger, G. Wimmer +4
Recently, concerns regarding potential biases in the underlying algorithms of many automated systems (including biometrics) have been raised. In this context, a biased algorithm pr…
Deep Face Representations for Differential Morphing Attack Detection
Ulrich Scherhag, Christian Rathgeb, Johannes Merkle +1
The vulnerability of facial recognition systems to face morphing attacks is well known. Many different approaches for morphing attack detection have been proposed in the scientific…