Title :
Motion analysis for face capturing
Author :
Yuan, X. ; Hui, S.C. ; Leung, M.K.H. ; Gao, Y.
Author_Institution :
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore
Abstract :
Face recognition is one of the most suitable biometric methods for supporting systems that require high security. The success of a face recognition system involves more than just the comparison algorithm. Face data acquisition is the first step towards developing face recognition systems. The accuracy of a face recognition system greatly depends on the face data acquired. This paper proposes the head-nodding method for face capturing using motion analysis. By analyzing the head-nodding motion of the user, the head-nodding method captures face images with consistent orientation to support face verification systems. In this paper, the design and implementation of the head-nodding method is presented. Preliminary experimental results are also presented.
Keywords :
biometrics (access control); face recognition; image motion analysis; biometric method; face capturing; face data acquisition; face recognition; face verification system; head-nodding method; motion analysis; security; supporting system; Authentication; Biometrics; Data acquisition; Data security; Engines; Face recognition; Image analysis; Image motion analysis; Motion analysis; Testing;
Conference_Titel :
Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 7th International Conference on
Print_ISBN :
981-04-8364-3
DOI :
10.1109/ICARCV.2002.1234874