Staged transfer learning for multi-label half-face emotion recognition

Staged transfer learning for multi-label half-face emotion recognition

Abstract As fundamental drivers of human behavior, emotions can be expressed through various modalities, including facial expressions. Facial emotion recognition (FER) has emerged as a pivotal area of affective computing, enabling accurate detection of human emotions from visual cues. To enhance the...

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Bibliographic Details
Main Authors: Mohamed M. Abd ElMaksoud, Sherif H. ElGohary, Ahmed H. Kandil
Format: Article
Language:English
Published: SpringerOpen 2025-05-01
Series:Journal of Engineering and Applied Science
Subjects:
Deep learning
Machine learning
Image processing
Transfer learning
Computer vision
Facial emotion recognition
Online Access:https://doi.org/10.1186/s44147-025-00615-x
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