Specular-and diffuse-reflection-based face spoofing detection for mobile devices

AF Ebihara, K Sakurai, H Imaoka - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
In light of the rising demand for biometric-authentication systems, preventing face spoofing
attacks is a critical issue for the safe deployment of face recognition systems. Here, we …

Efficient face spoofing detection with flash

AF Ebihara, K Sakurai, H Imaoka - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In light of the rising demand for biometric-authentication systems, preventing face spoofing
attacks is a critical issue for the safe deployment of face recognition systems. Here, we …

On the learning of deep local features for robust face spoofing detection

GB de Souza, JP Papa… - 2018 31st SIBGRAPI …, 2018 - ieeexplore.ieee.org
Biometrics emerged as a robust solution for security systems. However, given the
dissemination of biometric applications, criminals are developing techniques to circumvent …

Face spoofing detection based on multi-scale color inversion dual-stream convolutional neural network

X Shu, X Li, X Zuo, D Xu, J Shi - Expert Systems with Applications, 2023 - Elsevier
Currently, face recognition technology (FRT) has been applied ubiquitously. However, due
to the abuse of personal face photos on social media, FRT has encountered unprecedented …

Face anti-spoofing via deep local binary pattern

L Li, X Feng - Deep learning in object detection and recognition, 2019 - Springer
In recent years, convolutional neural network (CNN) has achieved satisfactory performance
in computer vision and pattern recognition. When we visualize the convolutional responses …

Learning generalized deep feature representation for face anti-spoofing

H Li, P He, S Wang, A Rocha, X Jiang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, we propose a novel framework leveraging the advantages of the
representational ability of deep learning and domain generalization for face spoofing …

IoT Cloud‐Based Framework for Face Spoofing Detection with Deep Multicolor Feature Learning Model

S Einy, C Oz, YD Navaei - Journal of Sensors, 2021 - Wiley Online Library
A face‐based authentication system has become an important topic in various fields of IoT
applications such as identity validation for social care, crime detection, ATM access …

Face spoofing detection based on local ternary label supervision in fully convolutional networks

W Sun, Y Song, C Chen, J Huang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Face verification systems are prone to spoofing attacks on photos, videos, and 3D masks.
Face spoofing detection, ie, face anti-spoofing, face liveness detection, or face presentation …

Efficient width-extended convolutional neural network for robust face spoofing detection

GB de Souza, DF da Silva Santos… - 2018 7th Brazilian …, 2018 - ieeexplore.ieee.org
Biometrics has been increasingly used as a safe and convenient technique for people
identification. Despite the higher security of biometric systems, criminals have already …

CNN-LPQ: convolutional neural network combined to local phase quantization based approach for face anti-spoofing

M Madi, M Khammari, MC Larabi - Multimedia Tools and Applications, 2024 - Springer
In this paper, we propose a novel approach for face spoofing detection using a combination
of color texture descriptors with a new convolutional neural network (CNN) architecture. The …