PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

An Automatic Feature Based Face Authentication System
Stefano Arca, Raffaella Lanzarotti, Paola Campadelli and Elena Casiraghi
In: WIRN2005, 8-11 June 2005, Vietri, Italy.


Abstract. In this paper a fully automatic face verification system is presented. A face is characterized by a vector (jet) of coefficients determined applying a bank of Gabor filters in correspondence to 19 facial fiducial points automatically localized. The identity claimed by a subject is accepted or rejected depending on a similarity measure computed among the jet characterizing the subject, and the ones corresponding to the subjects in the gallery. The performance of the system has been quantified according to the Lausanne evaluation protocol for authentication.

EPrint Type:Conference or Workshop Item (Talk)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Machine Vision
ID Code:1264
Deposited By:Stefano Arca
Deposited On:28 November 2005