Face liveness detection using artificial intelligence techniques: A systematic literature review and future directions
Biometrics has been evolving as an exciting yet challenging area in the last decade. Though
face recognition is one of the most promising biometrics techniques, it is vulnerable to …
face recognition is one of the most promising biometrics techniques, it is vulnerable to …
Introduction to presentation attack detection in face biometrics and recent advances
The main scope of this chapter is to serve as an introduction to face presentation attack
detection, including key resources and advances in the field in the last few years. The next …
detection, including key resources and advances in the field in the last few years. The next …
Learnable multi-level frequency decomposition and hierarchical attention mechanism for generalized face presentation attack detection
With the increased deployment of face recognition systems in our daily lives, face
presentation attack detection (PAD) is attracting much attention and playing a key role in …
presentation attack detection (PAD) is attracting much attention and playing a key role in …
SYN-MAD 2022: Competition on face morphing attack detection based on privacy-aware synthetic training data
This paper presents a summary of the Competition on Face Morphing Attack Detection
Based on Privacy-aware Synthetic Training Data (SYN-MAD) held at the 2022 In-ternational …
Based on Privacy-aware Synthetic Training Data (SYN-MAD) held at the 2022 In-ternational …
Fairness in face presentation attack detection
Face recognition (FR) algorithms have been proven to exhibit discriminatory behaviors
against certain demographic and non-demographic groups, raising ethical and legal …
against certain demographic and non-demographic groups, raising ethical and legal …
A new multi-filter framework for texture image representation improvement using set of pattern descriptors to fingerprint liveness detection
RC Contreras, LG Nonato, M Boaventura… - IEEE …, 2022 - ieeexplore.ieee.org
The use of user recognition and authentication systems has become very common and is
part of everyday routines for many people, guaranteeing access to the automatic teller …
part of everyday routines for many people, guaranteeing access to the automatic teller …
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics
Recent face presentation attack detection (PAD) leverages domain adaptation (DA) and
domain generalization (DG) techniques to address performance degradation on unknown …
domain generalization (DG) techniques to address performance degradation on unknown …
Robust face presentation attack detection with multi-channel neural networks
Vulnerability against presentation attacks remains a challenging issue limiting the reliable
use of face recognition systems. Though several methods have been proposed in the …
use of face recognition systems. Though several methods have been proposed in the …
Patchswap: Boosting the generalizability of face presentation attack detection by identity-aware patch swapping
Face presentation attack detection (PAD) is essential in mitigating spoofing attack
vulnerabilities in face recognition systems. Despite the relatively good detection …
vulnerabilities in face recognition systems. Despite the relatively good detection …
Monocular facial presentation–attack–detection: Classifying near-infrared reflectance patterns
Featured Application Face-recognition for monocular systems (eg, phones and buildings).
Abstract This paper presents a novel material spectroscopy approach to facial presentation …
Abstract This paper presents a novel material spectroscopy approach to facial presentation …