PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

A face recognition system based on automatically determined facial fiducial points
Stefano Arca, Paola Campadelli and Raffaella Lanzarotti
Pattern Recognition Journal 2005.

Abstract

In this paper a completely automatic face recognition system is presented. The method works on color images: after having localized the face and the facial features, it determines 19 facial fiducial points, and characterizes them applying a bank of Gabor filters which extract the peculiar texture around them (jets). Recognition is realized measuring the similarity between the different jets. The system is inspired by the Elastic Bunch Graph method, but the fiducial point localization does not require any manual setting or operator intervention, it works on images of different scales, and it is omputationally more efficient.

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EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Machine Vision
ID Code:147
Deposited By:Raffaella Lanzarotti
Deposited On:31 May 2004