Parameterized facial expression synthesis based on MPEG-4

被引:55
作者
Raouzaiou, A [1 ]
Tsapatsoulis, N [1 ]
Karpouzis, K [1 ]
Kollias, S [1 ]
机构
[1] Natl Tech Univ Athens, Dept Elect & Comp Engn, GR-15773 Zografos, Greece
关键词
facial expression; MPEG-4 facial definition parameters; activation; parameterized expression synthesis;
D O I
10.1155/S1110865702206149
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
in the framework of MPEG-4, one can include applications where virtual agents, utilizing both textual and multisensory data, including facial expressions and nonverbal speech, help systems become accustomed to the actual feelings of the user. Applications of this technology are expected in educational environments, virtual collaborative workplaces, communities, and interactive entertainment. Facial animation has gained much interest within the MPEG-4 framework; with implementation details being an open research area (Tekalp, 1999). In this paper, we describe a method for enriching human computer interaction, focusing on analysis and synthesis of primary and intermediate facial expressions (Ekman and Friesen (1978)). To achieve this goal, we utilize facial animation parameters (FAPs) to model primary expressions and describe a rule-based technique for handling intermediate ones. A relation between FAPs and the activation parameter proposed in classical psychological studies is established, leading to parameterized facial expression analysis and synthesis notions, compatible with the MPEG-4 standard.
引用
收藏
页码:1021 / 1038
页数:18
相关论文
共 22 条
[1]   MPEG-4 facial animation technology: Survey, implementation, and results [J].
Abrantes, GA ;
Pereira, F .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1999, 9 (02) :290-305
[2]   HUMAN AND MACHINE RECOGNITION OF FACES - A SURVEY [J].
CHELLAPPA, R ;
WILSON, CL ;
SIROHEY, S .
PROCEEDINGS OF THE IEEE, 1995, 83 (05) :705-740
[3]   Emotion recognition in human-computer interaction [J].
Cowie, R ;
Douglas-Cowie, E ;
Tsapatsoulis, N ;
Votsis, G ;
Kollias, S ;
Fellenz, W ;
Taylor, JG .
IEEE SIGNAL PROCESSING MAGAZINE, 2001, 18 (01) :32-80
[4]   FACIAL EXPRESSION AND EMOTION [J].
EKMAN, P .
AMERICAN PSYCHOLOGIST, 1993, 48 (04) :384-392
[5]  
Ekman P., 1978, Facial action coding system: manual, DOI 10.1037/t27734-000
[6]  
EKMAN P, 1978, PICTURES FACIAL AFFE
[7]   Coding, analysis, interpretation, and recognition of facial expressions [J].
Essa, IA ;
Pentland, AP .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1997, 19 (07) :757-763
[8]  
Faigin G., 2012, Watson-Guptill
[9]  
IZARD C, 1983, SYSTEM IDENTIFYING A
[10]  
KARPOUZIS K, 2000, P SPIE SAN JOS CAL U, V3959