A Video-Based Cognitive Emotion Recognition Method Using an Active Learning Algorithm Based on Complexity and Uncertainty

The cognitive emotions of individuals during tasks largely determine the success or failure of tasks in various fields such as the military, medical, industrial fields, etc. Facial video data can carry more emotional information than static images because emotional expression is a temporal process....

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Hongduo Wu, Dong Zhou, Ziyue Guo, Zicheng Song, Yu Li, Xingzheng Wei, Qidi Zhou
Format:	Article
Language:	English
Published:	MDPI AG 2025-01-01
Subjects:	cognitive emotion recognition facial expression recognition spatial–temporal feature extraction active learning complexity and uncertainty
Online Access:	https://www.mdpi.com/2076-3417/15/1/462