EfficientNet B0 Feature Extraction with L2-SVM Classification for Robust Facial Expression Recognition

EfficientNet B0 Feature Extraction with L2-SVM Classification for Robust Facial Expression Recognition

Facial expression recognition (FER) remains a challenging task due to the subtle visual variations between emotional categories and the constraints of small, controlled datasets. Traditional deep learning approaches often require extensive training, large-scale datasets, and data augmentation to ach...

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Bibliographic Details
Main Authors: Ahmad Taufiq Akbar, Shoffan Saifullah, Hari Prapcoyo, Heru Rustamadji, Nur Heri Cahyana
Format: Article
Language:English
Published: Informatics Department, Faculty of Computer Science Bina Darma University 2025-06-01
Series:Journal of Information Systems and Informatics
Subjects:
facial expression recognition, efficientnet, svm, deep features, emotion classification.
Online Access:https://journal-isi.org/index.php/isi/article/view/1071
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