DocumentCode
1797073
Title
3D human face modeling for facial animation using regional adaptation
Author
Yanhui Huang ; Yangyu Fan ; Weihua Liu ; Liangliang Wang
Author_Institution
Sch. of Electron. & Inf., Northwestern Polytech. Univ., Xi´an, China
fYear
2014
fDate
9-13 July 2014
Firstpage
394
Lastpage
398
Abstract
This paper proposes an efficient method to reconstruct human face models from 3D face scans using an adaptation algorithm based on regional information. The resulting model can represent individual facial shapes with various expressions, establishing dense correspondences across the whole facial expression sequences. We first initialize the global shape of the face model by implementing RBF interpolation. An efficient vertex mapping is then developed to reconstruct the surface details. The new 3D face are finally created by remapping the scan texture to the facial surface. Experiments show that our method can create effective 3D face models for continuous and realistic 3D facial animation.
Keywords
computer animation; face recognition; interpolation; radial basis function networks; shape recognition; 3D face scan; 3D human face model recontruction; RBF interpolation; adaptation algorithm; facial animation; facial expression sequence; facial shape represention; regional information; scan texture; vertex mapping; Adaptation models; Face; Interpolation; Shape; Solid modeling; Surface treatment; Three-dimensional displays; 3D face modeling; facial animation; regional adaptation; vertex mapping;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal and Information Processing (ChinaSIP), 2014 IEEE China Summit & International Conference on
Conference_Location
Xi´an
Print_ISBN
978-1-4799-5401-8
Type
conf
DOI
10.1109/ChinaSIP.2014.6889271
Filename
6889271
Link To Document