Exaggerating Facial Expressions: A Way to Intensify Emotion or a Way to the Uncanny Valley?

被引:36
作者
Makarainen, Meeri [1 ]
Katsyri, Jari [1 ]
Takala, Tapio [1 ]
机构
[1] Aalto Univ, Sch Sci, Dept Media Technol, Aalto 00076, Finland
关键词
Facial expressions; Exaggeration; Principles of animation; Intensity of emotion; Uncanny valley;
D O I
10.1007/s12559-014-9273-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Exaggeration of facial expressions is used in animation and robotics to intensify emotions. However, modifying a human-like face can lead to an unsettling outcome. This phenomenon is known as uncanny valley. The goal of this study was to identify the realism level and magnitude of facial expression that produce the maximum amount of emotional intensity and the minimum amount of perceived strangeness. We studied the perceived intensity of emotion and perceived strangeness of faces with varying levels of realism (from schematic to photorealistic) and magnitude of facial expressions (from neutral to extremely exaggerated). We found that less realistic faces required more exaggeration to reach the emotional intensity of a real human face. While there is a range of emotional intensity that can be expressed by real human faces (from neutral to full intensity), we found that the same range of emotional intensity could be expressed by artificial faces when exaggeration was used. However, attempts to express emotional intensities outside this range using exaggeration led to strange-looking faces at all levels of realism.
引用
收藏
页码:708 / 721
页数:14
相关论文
共 42 条
[1]  
[Anonymous], 2002, Manual and Investigators Guide
[2]  
[Anonymous], P IJCAI 97 WORKSH AN
[3]  
[Anonymous], P 6 INT C HUM ROB IN
[4]  
[Anonymous], 1995, The illusion of life: Disney animation
[5]   Subtle emotional expressions of synthetic characters [J].
Bartneck, C ;
Reichenbach, J .
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 2005, 62 (02) :179-192
[6]   THE ROLE OF EMOTION IN BELIEVABLE AGENTS [J].
BATES, J .
COMMUNICATIONS OF THE ACM, 1994, 37 (07) :122-125
[7]   Enhancing images of facial expressions [J].
Benson, PJ ;
Campbell, R ;
Harris, T ;
Frank, MG ;
Tovée, MJ .
PERCEPTION & PSYCHOPHYSICS, 1999, 61 (02) :259-274
[8]  
Breazeal C, 1999, IROS 99, V2
[9]   Computer-enhanced emotion in facial expressions [J].
Calder, AJ ;
Young, AW ;
Rowland, D ;
Perrett, DI .
PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 1997, 264 (1383) :919-925
[10]   Caricaturing facial expressions [J].
Calder, AJ ;
Rowland, D ;
Young, AW ;
Nimmo-Smith, I ;
Keane, J ;
Perrett, DI .
COGNITION, 2000, 76 (02) :105-146