DocumentCode :
2323168
Title :
An Integrated 3D Face-Expression Recognition Approach
Author :
Li, Chao ; Barreto, Armando
Author_Institution :
Dept. of Electr. & Comput. Eng., Florida Univ., FL
Volume :
3
fYear :
2006
fDate :
14-19 May 2006
Abstract :
Face recognition has been a focus in research for the last couple of decades because of its wide potential applications and its importance to meet the security needs of today´s world. With the development of 3D imaging technology, 3D face recognition emerges as an alternative to overcome the difficulties inherent to 2D face recognition, i.e. sensitivity to illumination conditions and positions of a subject. But 3D face recognition still needs to tackle the problem of deformation of facial geometry that results from the expression changes of a subject. To deal with this issue, a 3D face recognition framework is proposed in this paper. It is composed of three subsystems: expression recognition system, expressional face recognition system and neutral face recognition system. A system for the recognition of faces with one type of expression (smile) and neutral faces was implemented and tested on a database of 30 subjects. The results proved the feasibility of this framework
Keywords :
computational geometry; face recognition; 3D imaging technology; facial geometry; integrated 3D face-expression recognition; neutral face recognition system; Chaos; Data acquisition; Databases; Face recognition; Focusing; Image recognition; Lighting; Prototypes; Surface treatment; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
ISSN :
1520-6149
Print_ISBN :
1-4244-0469-X
Type :
conf
DOI :
10.1109/ICASSP.2006.1660858
Filename :
1660858
Link To Document :
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