Multimodal Affect Recognition in Virtual Worlds: Avatars Mirroring Users' Affect

被引：0

作者：

Gonzalez-Sanchez, Javier ^{[1
]}

Chavez-Echeagaray, Maria Elena ^{[1
]}

Gibson, David ^{[2
]}

Atkinson, Robert ^{[1
]}

机构：

[1] Arizona State Univ, Tempe, AZ 85287 USA

[2] Curtin Univ, Perth, WA, Australia

来源：

2013 HUMAINE ASSOCIATION CONFERENCE ON AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION (ACII) | 2013年

关键词：

affect recognition; affect mirroring; virtual worlds; second life; multimodal; framework; MODEL;

D O I：

10.1109/ACII.2013.133

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Virtual worlds enable users' interactions through avatars. Avatars embody individual characteristics from their owners and exhibit those characteristics outward to the community. Motivated by the role of avatars in interpersonal communication, we integrated a generic real-time multimodal affect recognition hub as an input within an online virtual world to make an avatar mirror its owner's affect. Affect vectors (determined by pleasure, arousal, and dominance coordinates) in a continuous affective space are applied to characterize the user's affective state in real time.

引用

页码：724 / +

页数：2

共 50 条

[31] Multimodal interaction with virtual worlds XMMVR: eXtensible language for MultiModal interaction with virtual reality worlds
Olmedo, Hector
Escudero, David
Cardenoso, Valentin
JOURNAL ON MULTIMODAL USER INTERFACES, 2015, 9 (03) : 153 - 172
[32] Multimodal interaction with virtual worlds XMMVR: eXtensible language for MultiModal interaction with virtual reality worlds
Hector Olmedo
David Escudero
Valentín Cardeñoso
Journal on Multimodal User Interfaces, 2015, 9 : 153 - 172
[33] Avatars, People, and Virtual Worlds: Foundations for Research in Metaverses
Davis, Alanah
Khazanchi, Deepak
Murphy, John
Zigurs, Ilze
Owens, Dawn
JOURNAL OF THE ASSOCIATION FOR INFORMATION SYSTEMS, 2009, 10 (02): : 90 - 117
[34] The Political Lives of Avatars Play and Democracy in Virtual Worlds
Lau, Kimberly J.
WESTERN FOLKLORE, 2010, 69 (3-4) : 369 - 394
[35] Virtual Worlds and Avatars as the New Frontier of Telehealth Care
Morie, J.
Haynes, E.
Chance, E.
Purohit, D.
ANNUAL REVIEW OF CYBERTHERAPY AND TELEMEDICINE, 2012, 10 : 27 - 31
[36] Avatars' Appearance and Social Behavior in Online Virtual Worlds
Banakou, Domna
Chorianopoulos, Konstantinos
Anagnostou, Kostas
13TH PANHELLENIC CONFERENCE ON INFORMATICS, PROCEEDINGS, 2009, : 207 - 211
[37] Multimodal spontaneous affect recognition using neural networks learned with hints
Lü, K. (kunlv@bit.edu.cn), 1600, Beijing Institute of Technology (23):
[38] Multimodal spontaneous affect recognition using neural networks learned with hints
张欣
吕坤
JournalofBeijingInstituteofTechnology, 2014, 23 (01) : 117 - 125
[39] Multimodal Continuous Affect Recognition Based on LSTM and Multiple Kernel Learning
Wei, Jiamei
Pei, Ercheng
Jiang, Dongmei
Sahli, Hichem
Xie, Lei
Fu, Zhonghua
2014 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA), 2014,
[40] Perceptual biases for multimodal cues in chimpanzee (Pan troglodytes) affect recognition
Parr, LA
ANIMAL COGNITION, 2004, 7 (03) : 171 - 178

← 1 2 3 4 5 →