人脸表情识别综述

魏为民; 孟繁星; 才智; 刘畅

###

DOI:10.3969/j.issn.2096-8299.2021.06.015

Journal of ShangHai University of Electric Power :2021,37(6):597-602

View/Add Comment Archive Advanced search HTML

←Previous | Next

Download full text

人脸表情识别综述

魏为民, 孟繁星, 才智, 刘畅

(上海电力大学计算机科学与技术学院)

Overview of Facial Expression Recognition

WEI Weimin, MENG Fanxing, CAI Zhi, LIU Chang

(School of Computer Science and Technology, Shanghai University of Electric Power, Shanghai 200090, China)

Abstract

Image-text

References

Similar literature

本文已被：浏览 2499次下载 572次
Received:March 18, 2020

中文摘要: 人类面部表情在安全驾驶、智能监护、人机交互领域都有着广泛应用。随着机器学习的兴起和发展，表情识别也逐渐从传统方法向深度学习过渡。简要地概述了表情识别的研究意义、技术、常见的表情数据库、研究方法，提出了表情识别目前存在的不足并对未来研究方向作出了展望。

中文关键词: 人脸表情识别表情数据库深度学习卷积神经网络

Abstract:Facial expressions are widely used in the fields of safe driving, intelligent monitoring and human-computer interaction.With the rise and development of machine learning, facial expression recognition has gradually transitioned from traditional methods to deep learning.This paper briefly summarizes the research significance, technology, common expression database and research methods of facial expression recognition, discusses the shortcomings of facial expression recognition and puts forword the research prospects.

keywords: facial expression recognition expression database deep learning convolutional neural network

文章编号：20210615 中图分类号：TP391.4 文献标志码：

基金项目:上海市自然科学基金（16ZR1413100）。

Reference text:

Author Name	Affiliation	E-mail
WEI Weimin	School of Computer Science and Technology, Shanghai University of Electric Power, Shanghai 200090, China	wwm@shiep.edu.cn
MENG Fanxing	School of Computer Science and Technology, Shanghai University of Electric Power, Shanghai 200090, China
CAI Zhi	School of Computer Science and Technology, Shanghai University of Electric Power, Shanghai 200090, China
LIU Chang	School of Computer Science and Technology, Shanghai University of Electric Power, Shanghai 200090, China