Emotion recognition using facial expressions

被引：122
|
作者：
Tarnowski, Pawel [1 ]
Kolodziej, Marcin [1 ]
Majkowski, Andrzej [1 ]
Rak, Remigiusz J. [1 ]
机构：
[1] Warsaw Univ Technol, Warsaw, Poland
来源：
INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE (ICCS 2017) | 2017年 / 108卷
关键词：
facial expression; emotion recognition; action units; computer vision; k-NN; MLP;
D O I：
10.1016/j.procs.2017.05.025
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In the article there are presented the results of recognition of seven emotional states (neutral, joy, sadness, surprise, anger, fear, disgust) based on facial expressions. Coefficients describing elements of facial expressions, registered for six subjects, were used as features. The features have been calculated for three-dimensional face model. The classification of features were performed using k-NN classifier and MLP neural network. (C) 2017 The Authors. Published by Elsevier B.V.
引用
收藏
页码：1175 / 1184
页数：10
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