Title :
Subtle Facial Expression Modeling with Vector Field Decomposition
Author :
Mingli Song ; Huiqiong Wang ; Jiajun Bu ; Chun Chen ; Zicheng Liu
Author_Institution :
Zhejiang Univ., Hangzhou, China
Abstract :
Facial expression means not only the feature motions but also the subtle appearance changes in the face. The details are important to facial expression synthesis. In this paper, a novel method based on vector field decomposition is presented to model subtle facial expressions. The intensity change of facial expression image is represented by Helmholtz-Hodge vector field decomposition. Based on this method, subtle facial expression mapping is carried out much faster and better. Experiment results show that our method is robust and convincible to model the subtle facial expression.
Keywords :
face recognition; image representation; Helmholtz-Hodge vector field decomposition; image representation; subtle facial expression; Adaptive filters; Computer interfaces; Digital images; Face detection; Facial animation; Human factors; Image reconstruction; Robustness; Shape; User interfaces; Computer interface human factors; Computer interfaces; Digital image processing+; User interface human factors;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.312822