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Research of Students’ Emotional Experience of Learning: Based on Artificial Intelligence

机译:学生情感研究的研究 - 基于人工智能

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Facial expression recognition is a popular field of Computer Vision. Expression contains a wealth of human behavior information, and it expresses people's subtle emotional reactions and the corresponding psychological state. With the rapid development of Artificial Intelligence, it is used widely in daily human communication. Therefore, the development and innovation of facial expression recognition technology has also attracted more attention. The research of Deep Learning technology in the field of facial expression has also become a hot spot. Therefore, it is necessary to analyze the application of Artificial Intelligence technology in facial expression recognition. This paper analyzes facial expression recognition technology based on Artificial Intelligence in the field of education. Firstly, it summarizes the public dataset of expression and student expression classification; then it introduces the basic process and common methods of expression recognition based on Deep Learning; finally, it introduces the typical applications of facial expression recognition in the field of education.
机译:面部表情识别是一个流行的计算机愿景领域。表达含有丰富的人类行为信息,表达了人们的微妙情绪反应和相应的心理状态。随着人工智能的快速发展,它在日常人类交流中广泛使用。因此,面部表情识别技术的发展和创新也引起了更多的关注。深度学习技术在面部表情领域的研究也成为一个热点。因此,有必要分析人工智能技术在面部表情识别中的应用。本文分析了基于教育领域人工智能的面部表情识别技术。首先,它总结了表达式和学生表达分类的公共数据集;然后,它介绍了基于深度学习的表达识别的基本过程和常见方法;最后,它介绍了面部表情识别在教育领域的典型应用。

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