Title :
Facial Authentication System Based on Real-Time 3D Facial Imaging By Using Correlation Image Sensor
Author :
Zhan, Shu ; Kurihara, Takashi ; Ando, Shigeru
Author_Institution :
Sch. of Comput. & Inf., Hefei Univ. of Technol.
Abstract :
Biometrics is one hot and challenging area in computer vision, pattern recognition and real-time image sensing. Facial image recognition system based on real-time 3D facial imaging is rising and potential research direction in biometrics. We designed a facial image recognition system based on 3D real-time facial imaging by using correlation image sensor. Based on the normal vector map and intensity image obtained by three-phase correlation image sensor, the differential geometry theory was employed to find the key points of face image, according to curvature feature of facial image and these key points, the 3D facial image in different pose was corrected. The eigenface algorithm was implemented to get the authentication result. The experiments result shows that the performance for our test datasets is very satisfactory
Keywords :
authorisation; biometrics (access control); correlation methods; differential geometry; eigenvalues and eigenfunctions; face recognition; image sensors; 3D facial imaging; biometrics; computer vision; correlation image sensor; differential geometry; eigenface algorithm; facial authentication system; facial image recognition system; normal vector map; pattern recognition; real-time image sensing; Authentication; Biometrics; Computational Intelligence Society; Computer vision; Face recognition; Image recognition; Image sensors; Lighting; Real time systems; Robustness; 3D facial imaging; Feature Point; correlation image sensor; recognition.;
Conference_Titel :
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location :
Jinan
Print_ISBN :
0-7695-2528-8
DOI :
10.1109/ISDA.2006.253869