DocumentCode
2048691
Title
Facial Expression Representation Using a Quadratic Deformation Model
Author
Obaid, M. ; Mukundan, R. ; Billinghurst, M. ; Sagar, M.
Author_Institution
HITLab. NZ, Univ. of Canterbury, Christchurch, New Zealand
fYear
2009
fDate
11-14 Aug. 2009
Firstpage
44
Lastpage
49
Abstract
In this paper we propose a novel approach for representing facial expressions based on a quadratic deformation model applied to muscle regions. The non-linear nature of muscle deformations can be captured for each expression, by subdividing the face into 16 facial regions and using the most general rubber-sheet transformation of second degree. The deformation parameters are derived using a least-square minimization technique, and used to construct a facial deformation table (FDT) to mathematically represent each expression. The generalized nature of the transformations allows us to easily map expressions from one model to another, and employ the FDTs in facial expression applications such as facial recognition and animations. The paper presents experimental results using the smile expression.
Keywords
computer animation; face recognition; least squares approximations; minimisation; facial animations; facial deformation table; facial expression representation; facial recognition; least-square minimization technique; muscle deformation; muscle regions; quadratic deformation model; rubber-sheet transformation; smile expression; Application software; Computer graphics; Deformable models; Face recognition; Facial animation; Humans; Image motion analysis; Motion analysis; Muscles; Solid modeling; Facial Expression Representations; Quadratic Deformation Model; Rubber Sheet Transformations;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Graphics, Imaging and Visualization, 2009. CGIV '09. Sixth International Conference on
Conference_Location
Tianjin
Print_ISBN
978-0-7695-3789-4
Type
conf
DOI
10.1109/CGIV.2009.29
Filename
5298366
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