Modeling of facial expression and emotion for human communication system

被引：17

作者：

Morishima, S

机构：

[1] Faculty of Engineering, Seikei University, Musashino, Tokyo 180

来源：

DISPLAYS | 1996年 / 17卷 / 01期

关键词：

face model; range data; emotion model; neural network; nonverbal communication; FACS;

D O I：

10.1016/0141-9382(95)01008-4

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

The goal of this research is to realize a face-to-face communication environment with machine by giving a facial expression to computer system. In this paper, modeling methods of facial expression including 3D face model, expression model and emotion model are presented. Facial expression is parameterized with Facial Action Coding System (FACS) which is translated to the grid's motion of face model which is constructed from the 3D range sensor data. An emotion condition is described compactly by the point in a 3D space generated by a 5-layered neural network and its evaluation result shows the high performance of this model.

引用

页码：15 / 25

页数：11

共 18 条

[1]

[Anonymous], IEEE INT WORKSH ROB

[2]

Ekman P., 1977, Manual for the Facial Action Coding System

[3]

Essa I. A., 1994, Proceedings of the 1994 IEEE Workshop on Motion of Non-Rigid and Articulated Objects (Cat. No.94TH0671-8), P36, DOI 10.1109/MNRAO.1994.346257

[4]

KATAYAMA Y, 1989, SD114 IEICEJ, P7

[5]

KOBAYASHI H, 1994, 3 IEEE INT WORKSH RO, P222

[6]

LEE YC, 1993, GRAPH INTER, P1

[7]

MORISHIMA S, 1991, IEEE J SELECTED AREA, V9

[8]

Rosenblum M., 1994, Proceedings of the 1994 IEEE Workshop on Motion of Non-Rigid and Articulated Objects (Cat. No.94TH0671-8), P43, DOI 10.1109/MNRAO.1994.346256

[9] MULTIDIMENSIONAL-SCALING OF EMOTIONAL FACIAL EXPRESSIONS - SIMILARITY FROM PRESCHOOLERS TO ADULTS [J].

RUSSELL, JA ;

BULLOCK, M .

JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY, 1985, 48 (05) :1290-1298

[10]

Sakaguchi T., 1993, Proceedings 2nd IEEE International Workshop on Robot and Human Communication (Cat. No.93TH0577-7), P194, DOI 10.1109/ROMAN.1993.367723

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