Facial Emotion Recognition Analysis Based on Age-Biased Data

Facial Emotion Recognition Analysis Based on Age-Biased Data

This paper aims to analyze the importance of age-biased data in recognizing six emotions using facial expressions. For this purpose, a custom dataset (adults, kids, mixed) was constructed using images that separated the existing datasets (FER2013 and MMA FACILE EXPRESSION) into adults (≥14) and kids...

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Bibliographic Details
Main Authors: Hyungjoo Park, Youngha Shin, Kyu Song, Channyeong Yun, Dongyoung Jang
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Applied Sciences
Subjects:
facial emotion recognition
deep learning
convolution neural networks
age bias
Online Access:https://www.mdpi.com/2076-3417/12/16/7992

Internet

https://www.mdpi.com/2076-3417/12/16/7992

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