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Feature Extraction Facial Expression Recognition using Convolution Neural Network

Emotion classification from facial expressions is a significant research area in pattern recognition and artificial intelligence, with wide-ranging applications such as human-computer interaction and behavioral analysis. This study aims to develop a reliable emotion classification system using stati...

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Principais autores: Badri Fawaidul, Alawiy M. Taqijuddin, Sari Sulistya Umie Ruhmana, Yuniarno Eko Mulyanto
Format: Artigo
Sprog:Inglês
Udgivet: EDP Sciences 2026-01-01
Serier:BIO Web of Conferences
Fag:
cnn (convolution neural networks)
fer (facial expression recognition)
preprocessing
emotion classification
face detection
accuracy
Online adgang:https://www.bio-conferences.org/articles/bioconf/pdf/2026/02/bioconf_ic-biotesta2025_04009.pdf
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