Enhancing facial recognition accuracy through multi-scale feature fusion and spatial attention mechanisms

Enhancing facial recognition accuracy through multi-scale feature fusion and spatial attention mechanisms

Nowadays, advancements in facial recognition technology necessitate robust solutions to address challenges in real-world scenarios, including lighting variations and facial position discrepancies. We introduce a novel deep neural network framework that significantly enhances facial recognition accur...

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Bibliographic Details
Main Authors: Muhammad Ahmad Nawaz Ul Ghani, Kun She, Muhammad Usman Saeed, Naila Latif
Format: Article
Language:English
Published: AIMS Press 2024-03-01
Series:Electronic Research Archive
Subjects:
facial recognition
feature fusion
spatial attention networks
multi-scale feature extraction
gan
spoof detection
Online Access:https://www.aimspress.com/article/doi/10.3934/era.2024103?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/era.2024103?viewType=HTML

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