LDA-CNN: Linear Discriminant Analysis Convolution Neural Network for Periocular Recognition in the Wild

LDA-CNN: Linear Discriminant Analysis Convolution Neural Network for Periocular Recognition in the Wild

Due to the COVID-19 pandemic, the necessity for a contactless biometric system able to recognize masked faces drew attention to the periocular region as a valuable biometric trait. However, periocular recognition remains challenging for deployments in the wild or in unconstrained environments where...

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Bibliographic Details
Main Authors: Amani Alahmadi, Muhammad Hussain, Hatim Aboalsamh
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Mathematics
Subjects:
periocular biometric
mobile biometrics
deep learning
convolutional neural network
transfer learning
fine-tuning
Online Access:https://www.mdpi.com/2227-7390/10/23/4604

Internet

https://www.mdpi.com/2227-7390/10/23/4604

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