DocumentCode
2510578
Title
Facial Expression Mimicking System
Author
Fukui, Ryuichi ; Katsurada, Kouichi ; Iribe, Yurie ; Nitta, Tsuneo
Author_Institution
Toyohashi Univ. of Technol., Toyohashi, Japan
fYear
2010
fDate
23-26 Aug. 2010
Firstpage
3776
Lastpage
3779
Abstract
We propose a facial expression mimicking system that copies the facial expression of one person on the image of another. The system uses the active appearance model (AAM), a commonly used model in the field of facial expression processing. AAM compositionally comprises some parameters representing facial shape, brightness, and illumination environment. Therefore, in addition to the facial expression elements, the model parameters express other elements, such as individuality and direction of the face. In order to extract the facial expression elements from compositional parameters of AAM, we applied principal component analysis (PCA) to the AAM parameter values, collected with each change in facial expression. The obtained facial expression model is applied to the facial expression mimicking system and the experiment shows its effectiveness for mimicking.
Keywords
face recognition; principal component analysis; PCA; active appearance model; brightness; facial expression mimicking system; facial shape; illumination environment; principal component analysis; Active appearance model; Face; Fitting; Gray-scale; Principal component analysis; Shape; Simulated annealing; AAM; Facial Expression Mimicking;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location
Istanbul
ISSN
1051-4651
Print_ISBN
978-1-4244-7542-1
Type
conf
DOI
10.1109/ICPR.2010.920
Filename
5597565
Link To Document