Biometric face presentation attack detection with multi-channel convolutional neural network

A George, Z Mostaani, D Geissenbuhler… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Face recognition is a mainstream biometric authentication method. However, the
vulnerability to presentation attacks (aka spoofing) limits its usability in unsupervised …

Deep models and shortwave infrared information to detect face presentation attacks

G Heusch, A George, D Geissbühler… - … and Identity Science, 2020 - ieeexplore.ieee.org
This paper addresses the problem of face presentation attack detection using different
image modalities. In particular, the usage of short wave infrared (SWIR) imaging is …

Face liveness detection by rppg features and contextual patch-based cnn

B Lin, X Li, Z Yu, G Zhao - Proceedings of the 2019 3rd international …, 2019 - dl.acm.org
Face anti-spoofing plays a vital role in security systems including face payment systems and
face recognition systems. Previous studies showed that live faces and presentation attacks …

Perfusion assessment via local remote photoplethysmography (rPPG)

B Kossack, E Wisotzky, P Eisert… - Proceedings of the …, 2022 - openaccess.thecvf.com
This paper presents an approach to assess the perfusion of visible human tissue from RGB
video files. We propose metrics derived from remote photoplethysmography (rPPG) signals …

[HTML][HTML] Face presentation attack detection based on optical flow and texture analysis

L Li, Z Xia, J Wu, L Yang, H Han - … of King Saud University-Computer and …, 2022 - Elsevier
Towards the security threats brought by presented fake faces to face recognition systems,
many countermeasures have been presented to resist fake faces and achieved promising …

Mask attack detection using vascular-weighted motion-robust rPPG signals

C Yao, J Ren, R Bai, H Du, J Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Detecting 3D mask attacks to a face recognition system is challenging. Although genuine
faces and 3D face masks show significantly different remote photoplethysmography (rPPG) …

Multispectral deep embeddings as a countermeasure to custom silicone mask presentation attacks

K Kotwal, S Bhattacharjee… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This work focuses on detecting presentation attacks (PA) mounted using custom silicone
masks. Face recognition (FR) systems have been shown to be highly vulnerable to PAs …

A stacking ensemble for anomaly based client-specific face spoofing detection

S Fatemifar, M Awais, A Akbari… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
To counteract spoofing attacks, the majority of recent approaches to face spoofing attack
detection formulate the problem as a binary classification task in which real data and attack …

[HTML][HTML] Фотоплетизмографическая визуализация гемодинамики и двухмерная оксиметрия

ИЮ Волков, АА Сагайдачный… - … . Новая серия. Серия …, 2022 - cyberleninka.ru
Выполнен обзор современных зарубежных и российских научных работ, посвященных
активно развивающимся методам фотоплетизмографической визуализации (ФПГ …

Robust face presentation attack detection with multi-channel neural networks

A George, S Marcel - Handbook of Biometric Anti-Spoofing: Presentation …, 2023 - Springer
Vulnerability against presentation attacks remains a challenging issue limiting the reliable
use of face recognition systems. Though several methods have been proposed in the …