Fingerprint Liveness Detection by a Template-Probe Convolutional Neural Network

Fingerprint Liveness Detection by a Template-Probe Convolutional Neural Network

Fingerprints are known to be easily synthesized to trick identification systems. In this paper, we propose a new method that incorporates template fingerprints stored for identification in the liveness detection system. The fingerprint identification platform must have a list of template fingerprint...

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Bibliographic Details
Main Authors: Ho Yub Jung, Yong Seok Heo, Soochahn Lee
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
fingerprints
LivDet
liveness detection
pretraining
transfer learning
Online Access:https://ieeexplore.ieee.org/document/8809706/

Internet

https://ieeexplore.ieee.org/document/8809706/

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