Finger Vein Recognition Using DenseNet with a Channel Attention Mechanism and Hybrid Pooling

Finger Vein Recognition Using DenseNet with a Channel Attention Mechanism and Hybrid Pooling

This paper proposes SE-DenseNet-HP, a novel finger vein recognition model that integrates DenseNet with a squeeze-and-excitation (SE)-based channel attention mechanism and a hybrid pooling (HP) mechanism. To distinctively separate the finger vein patterns from their background, original finger vein...

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Bibliographic Details
Main Authors: Nikesh Devkota, Byung Wook Kim
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Electronics
Subjects:
biometrics
channel attention
deep neural network
DenseNet
finger vein recognition
hybrid
Online Access:https://www.mdpi.com/2079-9292/13/3/501

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