Performance evaluation of enhanced deep learning classifiers for person identification and gender classification

Abstract Person authentication using periocular images is a prominent research domain. Although the biometric identification systems have advanced, the existing approaches still struggle with accuracy, overfitting issues and computational efficiency, especially when utilizing periocular images for p...

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Bibliographic Details
Main Authors: Vasu Krishna Suravarapu, Hemprasad Yashwant Patil
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-12474-w
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