DocumentCode
1716072
Title
Facial Image Authentication System Based on Real-Time 3D Facial Imaging by Using Complex-Valued Eigenfaces Algorithm
Author
Zhan, Shu ; Kurihara, T. ; Ando, S.
Author_Institution
Hefei Univ. of Technol., Hefei
fYear
2006
Firstpage
220
Lastpage
225
Abstract
In this paper, a facial image recognition system based on 3D real-time facial imaging system is proposed. Based on the vector map and intensity image obtained by three-phase correlation image sensor, the differential geometry theory is employed to find the key points of face image, according to these key points, the 3D facial image in different pose is correction. In this paper, the traditional eigenface algorithm is extended to the complex-valued eigenface based on the 3D imaging system; the complex-valued eigenface algorithm could take advantage more facial information than the normal eigenface technique. The experiments show that the performance for our test is very satisfactory.
Keywords
differential geometry; eigenvalues and eigenfunctions; face recognition; message authentication; complex-valued eigenface algorithm; differential geometry theory; facial image authentication system; facial image recognition system; intensity image; real-time 3D facial imaging; three-phase correlation image sensor; vector map; Authentication; Biometrics; Computational Intelligence Society; Face recognition; Humans; Image sensors; Lighting; Physics computing; Real time systems; Robustness; 3D facial imaging; Eigenface; Feature Point; correlation image sensor; recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Architecture for Machine Perception and Sensing, 2006. CAMP 2006. International Workshop on
Conference_Location
Montreal, Que.
Print_ISBN
978-1-4244-0685-2
Electronic_ISBN
978-1-4244-0686-9
Type
conf
DOI
10.1109/CAMP.2007.4350385
Filename
4350385
Link To Document