Improved facial emotion recognition model based on a novel deep convolutional structure

Improved facial emotion recognition model based on a novel deep convolutional structure

Abstract Facial Emotion Recognition (FER) is a very challenging task due to the varying nature of facial expressions, occlusions, illumination, pose variations, cultural and gender differences, and many other aspects that cause a drastic degradation in quality of facial images. In this paper, an ant...

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Bibliographic Details
Main Authors: Reham A. Elsheikh, M. A. Mohamed, Ahmed Mohamed Abou-Taleb, Mohamed Maher Ata
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Anti-aliasing
Emotion recognition
Deep learning
Convolutional neural network
Facial recognition
Online Access:https://doi.org/10.1038/s41598-024-79167-8
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https://doi.org/10.1038/s41598-024-79167-8

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