Title :
Eigenspace-based recognition of faces: comparisons and a new approach
Author :
Navarrete, P. ; Ruiz-del-Solar, Javier
Author_Institution :
Dept. of Electr. Eng., Chile Univ., Santiago, Chile
Abstract :
Different eigenspace-based approaches have been proposed for the recognition of faces. They differ mostly in the kind of projection method used and in the similarity matching criterion employed. A first goal of this paper is to present a comparison between some of these different approaches. A second goal is to outline an adaptive, neural-based security access control system
Keywords :
adaptive systems; biometrics (access control); eigenvalues and eigenfunctions; face recognition; image matching; self-organising feature maps; SOFM; adaptive system; eigenspace; face recognition; neural network; projection method; security access control system; similarity matching criterion; Access control; Adaptive control; Data security; Face recognition; Image databases; Image reconstruction; Organizing; Performance analysis; Principal component analysis; Programmable control;
Conference_Titel :
Image Analysis and Processing, 2001. Proceedings. 11th International Conference on
Conference_Location :
Palermo
Print_ISBN :
0-7695-1183-X
DOI :
10.1109/ICIAP.2001.956983
