Enhanced Deep Learning Architectures for Face Liveness Detection for Static and Video Sequences [PDF]
Entropy, 2020 Face liveness detection is a critical preprocessing step in face recognition for avoiding face spoofing attacks, where an impostor can impersonate a valid user for authentication.
Ranjana Koshy, Ausif Mahmood
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Face Liveness Detection Using Thermal Face-CNN with External Knowledge [PDF]
Symmetry, 2019 Face liveness detection is important for ensuring security. However, because faces are shown in photographs or on a display, it is difficult to detect the real face using the features of the face shape. In this paper, we propose a thermal face-convolutional neural network (Thermal Face-CNN) that knows the external knowledge regarding the fact that the ...
Jongwoo Seo, In-Jeong Chung
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An Identity Authentication Method Combining Liveness Detection and Face Recognition
Sensors, 2019 In this study, an advanced Kinect sensor was adopted to acquire infrared radiation (IR) images for liveness detection. The proposed liveness detection method based on infrared radiation (IR) images can deal with face spoofs.
Shuhua Liu +5 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 Liveness Detection Using Dynamic Local Ternary Pattern (DLTP)
Computers, 2016 Face spoofing is considered to be one of the prominent threats to face recognition systems. However, in order to improve the security measures of such biometric systems against deliberate spoof attacks, liveness detection has received significant recent ...
Sajida Parveen +5 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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Accurate Real-Time Live Face Detection Using Snapshot Spectral Imaging Method [PDF]
SensorsTraditional facial recognition is realized by facial recognition algorithms based on 2D or 3D digital images and has been well developed and has found wide applications in areas related to identification verification.
Zhihai Wang +5 more
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Interactive Liveness Detection Algorithm for VTM [PDF]
Jisuanji gongcheng, 2019 In order to improve the recognition rate and security of the Video Teller Machine(VTM) face recognition login system,an interactive liveness detection algorithm that combines improved blink detection,background detection and random combined action ...
MA Yuxi,TAN Li,DONG Xu,YU Chongchong
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Convolution Comparison Pattern: An Efficient Local Image Descriptor for Fingerprint Liveness Detection. [PDF]
PLoS ONE, 2016 We present a new type of local image descriptor which yields binary patterns from small image patches. For the application to fingerprint liveness detection, we achieve rotation invariant image patches by taking the fingerprint segmentation and ...
Carsten Gottschlich
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Information, 2022 Face recognition payment is a new type of payment method, with AI face recognition technology as the core, and its speed and convenience are more in line with the users’ payment habits. However, the face is a biological feature with weak privacy, and the
Yukun Zhou +5 more
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