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
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;
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
DOI :
10.1109/ChinaSIP.2014.6889271