Fingerprint Liveness Detection Using an Improved CNN With Image Scale Equalization

Fingerprint Liveness Detection Using an Improved CNN With Image Scale Equalization

Due to the lack of pre-judgment of fingerprints, fingerprint authentication systems are frequently vulnerable to artificial replicas. Anonymous people can impersonate authorized users to complete various authentication operations, thereby disrupting the order of life and causing tremendous economic...

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Bibliographic Details
Main Authors: Chengsheng Yuan, Zhihua Xia, Leqi Jiang, Yi Cao, Q. M. Jonathan Wu, Xingming Sun
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Fingerprint liveness detection
supervised learning
biometrics
spoof detection
adaptive learning rate
Online Access:https://ieeexplore.ieee.org/document/8654190/

Internet

https://ieeexplore.ieee.org/document/8654190/

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