[HTML][HTML] A survey on anti-spoofing methods for facial recognition with rgb cameras of generic consumer devices
The widespread deployment of facial recognition-based biometric systems has made facial
presentation attack detection (face anti-spoofing) an increasingly critical issue. This survey …
presentation attack detection (face anti-spoofing) an increasingly critical issue. This survey …
A review of state-of-the-art in Face Presentation Attack Detection: From early development to advanced deep learning and multi-modal fusion methods
Face Recognition is considered one of the most common biometric solutions these days and
is widely used across a range of devices for various security purposes. The performance of …
is widely used across a range of devices for various security purposes. The performance of …
NAS-FAS: Static-dynamic central difference network search for face anti-spoofing
Face anti-spoofing (FAS) plays a vital role in securing face recognition systems. Existing
methods heavily rely on the expert-designed networks, which may lead to a sub-optimal …
methods heavily rely on the expert-designed networks, which may lead to a sub-optimal …
Face spoofing detection using colour texture analysis
Z Boulkenafet, J Komulainen… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Research on non-intrusive software-based face spoofing detection schemes has been
mainly focused on the analysis of the luminance information of the face images, hence …
mainly focused on the analysis of the luminance information of the face images, hence …
Secure face unlock: Spoof detection on smartphones
With the wide deployment of the face recognition systems in applications from deduplication
to mobile device unlocking, security against the face spoofing attacks requires increased …
to mobile device unlocking, security against the face spoofing attacks requires increased …
Face antispoofing using speeded-up robust features and fisher vector encoding
Z Boulkenafet, J Komulainen… - IEEE Signal Processing …, 2016 - ieeexplore.ieee.org
The vulnerabilities of face biometric authentication systems to spoofing attacks have
received a significant attention during the recent years. Some of the proposed …
received a significant attention during the recent years. Some of the proposed …
Attention-based two-stream convolutional networks for face spoofing detection
Since the human face preserves the richest information for recognizing individuals, face
recognition has been widely investigated and achieved great success in various …
recognition has been widely investigated and achieved great success in various …
Unsupervised adversarial domain adaptation for cross-domain face presentation attack detection
Face presentation attack detection (PAD) is essential for securing the widely used face
recognition systems. Most of the existing PAD methods do not generalize well to unseen …
recognition systems. Most of the existing PAD methods do not generalize well to unseen …
Learning generalized deep feature representation for face anti-spoofing
In this paper, we propose a novel framework leveraging the advantages of the
representational ability of deep learning and domain generalization for face spoofing …
representational ability of deep learning and domain generalization for face spoofing …
The replay-mobile face presentation-attack database
A Costa-Pazo, S Bhattacharjee… - … conference of the …, 2016 - ieeexplore.ieee.org
For face authentication to become widespread on mobile devices, robust countermeasures
must be developed for face presentation-attack detection (PAD). Existing databases for …
must be developed for face presentation-attack detection (PAD). Existing databases for …