DocumentCode
3602240
Title
HapFACS 3.0: FACS-Based Facial Expression Generator for 3D Speaking Virtual Characters
Author
Amini, Reza ; Lisetti, Christine ; Ruiz, Guido
Author_Institution
Sch. of Comput. & Inf. Sci., Florida Int. Univ., Miami, FL, USA
Volume
6
Issue
4
fYear
2015
Firstpage
348
Lastpage
360
Abstract
With the growing number of researchers interested in modeling the inner workings of affective social intelligence, the need for tools to easily model its associated expressions has emerged. The goal of this article is two-fold: 1) we describe HapFACS, a free software and API that we developed to provide the affective computing community with a resource that produces static and dynamic facial expressions for three-dimensional speaking characters; and 2) we discuss results of multiple experiments that we conducted in order to scientifically validate our facial expressions and head animations in terms of the widely accepted Facial Action Coding System (FACS) standard, and its Action Units (AU). The result is that users, without any 3D-modeling nor computer graphics expertise, can animate speaking virtual characters with FACS-based realistic facial expression animations, and embed these expressive characters in their own application(s). The HapFACS software and API can also be used for generating repertoires of realistic FACS-validated facial expressions, useful for testing emotion expression generation theories.
Keywords
application program interfaces; computer animation; emotion recognition; face recognition; image coding; virtual reality; 3D speaking virtual character animation; API; AU; HapFACS 3.0; action units; application program interface; emotion expression generation; facial action coding system; facial expression generator; Emotion recognition; Facial features; Facial muscles; Social factors; Social intelligence; Three-dimensional displays; 3D Facial Animation; 3D facial animation; FACS-Based Facial Expression Generation; FACS-based facial expression generation; Facial Action Coding System (FACS);
fLanguage
English
Journal_Title
Affective Computing, IEEE Transactions on
Publisher
ieee
ISSN
1949-3045
Type
jour
DOI
10.1109/TAFFC.2015.2432794
Filename
7106467
Link To Document