Palmvein Recognition Using Block-Based WLD Histogram of Gabor Feature Maps and Deep Neural Network With Bayesian Optimization

Palmvein Recognition Using Block-Based WLD Histogram of Gabor Feature Maps and Deep Neural Network With Bayesian Optimization

The demand on devices and systems empowered by biometric verification and identification mechanisms has been increasing in recent years as they have become a significant part of our lives. Palm vein biometric is an emerging technology that has drawn considerable attention from researchers and scient...

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Bibliographic Details
Main Authors: Mohammed El-Ghandour, Marwa Ismael Obayya, Bedir Yousef, Nihal Fayez Areed
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
WLD descriptor
Gabor filter
deep neural network
stacked autoencoder
Bayesian optimization
Online Access:https://ieeexplore.ieee.org/document/9467335/

Internet

https://ieeexplore.ieee.org/document/9467335/

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