Emotion Recognition of a Speaker Using Facial Expression Intensity of Thermal Image and Utterance Time

被引：2

作者：

Oka, Yuuki ^{[1
]}

Yoshitomi, Yasunari ^{[2
]}

Asada, Taro ^{[2
]}

Tabuse, Masayoshi ^{[2
]}

机构：

[1] NTT DATA Financial Solut Corp, Chiyoda Ku, Tokyo 1010054, Japan

[2] Kyoto Prefectural Univ, Grad Sch Life & Environm Sci, Sakyo Ku, 1-5 Nakaragi Cho, Kyoto 6068522, Japan

来源：

JOURNAL OF ROBOTICS NETWORKING AND ARTIFICIAL LIFE | 2016年 / 3卷 / 03期

关键词：

Emotion recognition; Mouth and jaw area; Thermal image; Utterance judgment;

D O I：

10.2991/jrnal.2016.3.3.3

中图分类号：

TP24 [机器人技术];

学科分类号：

080202 ; 1405 ;

摘要：

Herein, we propose a method for recognizing human emotions that utilizes the standardized mean value of facial expression intensity obtained from a thermal image and the standardized mean value of the time at utterance. In this study, the emotions of one subject could be discerned with 76.5% accuracy when speaking 23 kinds of utterances while intentionally displaying the five emotions of "anger," "happiness," "neutrality," "sadness," and "surprise."

引用

页码：148 / 151

页数：4

共 7 条

[1] Facial Expression Analysis while Using Video Phone [J].

Asada, Taro ;

Yoshitomi, Yasunari ;

Tsuji, Airi ;

Kato, Ryota ;

Tabuse, Masayoshi ;

Kuwahara, Noriaki ;

Narumoto, Jin .

JOURNAL OF ROBOTICS NETWORKING AND ARTIFICIAL LIFE, 2016, 2 (04) :258-262

[2] Facial Expression Recognition Using Thermal Image Processing and Efficient Preparation of Training-data [J].

Nakanishi, Yuu ;

Yoshitomi, Yasunari ;

Asada, Taro ;

Tabuse, Masayoshi .

JOURNAL OF ROBOTICS NETWORKING AND ARTIFICIAL LIFE, 2015, 2 (02) :79-84

[3] Facial expression recognition using thermal image processing and neural network [J].

Yoshitomi, Y ;

Miyawaki, N ;

Tomita, S ;

Kimura, S .

RO-MAN '97 SENDAI: 6TH IEEE INTERNATIONAL WORKSHOP ON ROBOT AND HUMAN COMMUNICATION, PROCEEDINGS, 1997, :380-385

[4]

Yoshitomi Y., 2012, IMAGE PROCESSING MET, P57

[5] Method of Facial Expression Analysis Using Video Phone and Thermal Image [J].

Yoshitomi, Yasunari ;

Asada, Taro ;

Kato, Ryota ;

Tabuse, Masayoshi .

JOURNAL OF ROBOTICS NETWORKING AND ARTIFICIAL LIFE, 2014, 1 (01) :7-11

[6] Facial Expression Recognition Using Facial Expression Intensity Characteristics of Thermal Image [J].

Yoshitomi, Yasunari ;

Asada, Taro ;

Kato, Ryota ;

Tabuse, Masayoshi .

JOURNAL OF ROBOTICS NETWORKING AND ARTIFICIAL LIFE, 2015, 2 (01) :5-8

[7] Facial expression recognition of a speaker using vowel judgment and thermal image processing [J].

Yoshitomi, Yasunari ;

Asada, Taro ;

Shimada, Kyouhei ;

Tabuse, Masayoshi .

ARTIFICIAL LIFE AND ROBOTICS, 2011, 16 (03) :318-323

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