497 citations · 1.1k across the 40 of their papers we have counts for
7 papers · 1 filter
Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes
Pavel Korshunov, Haolin Chen, Philip N. Garner +1
The task of deepfakes detection is far from being solved by speech or vision researchers. Several publicly available databases of fake synthetic video and speech were built to aid…
SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data
Hatef Otroshi Shahreza, Anjith George, Sébastien Marcel
State-of-the-art face recognition networks are often computationally expensive and cannot be used for mobile applications. Training lightweight face recognition models also require…
EFaR 2023: Efficient Face Recognition Competition
Jan Niklas Kolf, Fadi Boutros, Jurek Elliesen +24
This paper presents the summary of the Efficient Face Recognition Competition (EFaR) held at the 2023 International Joint Conference on Biometrics (IJCB 2023). The competition rece…
Bridging the Gap: Heterogeneous Face Recognition with Conditional Adaptive Instance Modulation
Anjith George, Sebastien Marcel
Heterogeneous Face Recognition (HFR) aims to match face images across different domains, such as thermal and visible spectra, expanding the applicability of Face Recognition (FR) s…
EdgeFace: Efficient Face Recognition Model for Edge Devices
Anjith George, Christophe Ecabert, Hatef Otroshi Shahreza +2
In this paper, we present EdgeFace, a lightweight and efficient face recognition network inspired by the hybrid architecture of EdgeNeXt. By effectively combining the strengths of…
Residual Feature Pyramid Network for Enhancement of Vascular Patterns
Ketan Kotwal, Sebastien Marcel
The accuracy of finger vein recognition systems gets degraded due to low and uneven contrast between veins and surroundings, often resulting in poor detection of vein patterns. We…