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Evaluating and Enhancing Face Anti-Spoofing Algorithms for Light Makeup: A General Detection Approach [PDF]
SensorsMakeup modifies facial textures and colors, impacting the precision of face anti-spoofing systems. Many individuals opt for light makeup in their daily lives, which generally does not hinder face identity recognition.
Zhimao Lai +4 more
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A high-performance adaptive fusion network for face anti-spoofing detection [PDF]
Scientific ReportsIn view of the limitations of current cross-domain face liveness detection models in generalization ability and deep feature representation, this paper proposes a high-performance adaptive fusion network for face anti-spoofing detection.
Hui Qi +6 more
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Face anti-spoofing with joint spoofing medium detection and eye blinking analysis [PDF]
Компьютерная оптика, 2019 Modern biometric systems based on face recognition demonstrate high recognition quality, but they are vulnerable to face presentation attacks, such as photo or replay attack.
Mikhail Nikitin +2 more
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An enhanced light weight face liveness detection method using deep convolutional neural network [PDF]
MethodsXAuthentication plays a pivotal role in contemporary security frameworks, with various methods utilized including passwords, hardware tokens, and biometrics.
Swapnil R. Shinde +3 more
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Face Spoofing Detection Using DenseNet [PDF]
, 2021 Today, face recognition is the most widely used biometric recognition technology. However, face recognition is a biometric method that is vulnerable to spoofing. Types of spoofing attack include print, replay, and 3D mask. Methods based on hand-crafted features such as local binary patterns which use high-frequency features of images, are therefore ...
Su-Gyeong Yu +3 more
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Out of Domain Face Anti-spoofing: A Survey [PDF]
Jisuanji kexue yu tansuo, 2022 Face anti-spoofing (FAS), as an important means to protect face recognition models, can ensure that the system remains secure and reliable in the face of various presentation attacks.
SHI Yichen, FENG Jun, XIAO Lixuan, HE Jingjing, HU Jingjing
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Efficient Face Spoofing Detection With Flash [PDF]
IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021 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 propose an efficient face presentation attack detection (PAD) algorithm that requires minimal hardware and only a small database, making it suitable for resource ...
Akinori F. Ebihara +2 more
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Face Spoofing Detection using Inception-v3 on RGB Modal and Depth Modal
Jurnal Ilmu Komputer dan Informasi, 2023 Face spoofing can provide inaccurate face verification results in the face recognition system. Deep learning has been widely used to solve face spoofing problems.
Yuni Arti, Aniati Murni Arymurthy
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Face Spoof Detection Using VGG-Face Architecture
Journal of Physics: Conference Series, 2021 Abstract Face recognition systems have been obtaining substantial importance in modern world. Security systems are major application of face recognition system. However, the potential of the face recognition system to withstand the attack of an unauthorized person is an important concern.
K Balamurali +3 more
openaire +1 more source
Self-Attention and MLP Auxiliary Convolution for Face Anti-Spoofing
IEEE Access, 2023 Face features, as the most widely adopted and essential biometric characteristic in identity verification and recognition, play a crucial role in ensuring security.
Hanqing Gu +4 more
doaj +1 more source