TY - JOUR
T1 - Biosecure reference systems for On-line Signature Verification
T2 - A study of complementarity
AU - Garcia-Salicetti, Sonia
AU - Fierrez-Aguilar, Julian
AU - Alonso-Fernandez, Fernando
AU - Vielhauer, Claus
AU - Guest, Richard
AU - Allano, Lorene
AU - Doan Trung, Tung
AU - Scheidat, Tobias
AU - Ly Van, Bao
AU - Dittmann, Jana
AU - Dorizzi, Bernadette
AU - Ortega-Garcia, Javier
AU - Gonzalez-Rodriguez, Joaquin
AU - Bacile Di Castiglione, Martino
AU - Fairhurst, Michael
PY - 2007/1/1
Y1 - 2007/1/1
N2 - In this paper, we present an integrated research study in On-line Signature Verification undertaken by several teams that participate in the BioSecure Network of Excellence. This integrated work, started during the First BioSecure Residential Workshop, has as main objective the development of an On-line Signature Verification evaluation platform. As a first step, four On-line Signature Verification Systems based on different approaches are evaluated and compared following the same experimental protocol on MCYT signature database, which is the largest existing on-line western signature database publicly available with 16 500 signatures from 330 clients. A particular focus of work documented in this paper is multi-algorithmic fusion in order to study the complementarity of the approaches involved. To this end, a simple fusion method based on the Mean Rule is used after a normalization phase.
AB - In this paper, we present an integrated research study in On-line Signature Verification undertaken by several teams that participate in the BioSecure Network of Excellence. This integrated work, started during the First BioSecure Residential Workshop, has as main objective the development of an On-line Signature Verification evaluation platform. As a first step, four On-line Signature Verification Systems based on different approaches are evaluated and compared following the same experimental protocol on MCYT signature database, which is the largest existing on-line western signature database publicly available with 16 500 signatures from 330 clients. A particular focus of work documented in this paper is multi-algorithmic fusion in order to study the complementarity of the approaches involved. To this end, a simple fusion method based on the Mean Rule is used after a normalization phase.
KW - Authentication
KW - Biometrics
KW - Comparative study
KW - Experimental study
KW - Handwriting
KW - Hidden Markov model
KW - Mathematical distance
KW - On-line processing
KW - Reference model
KW - Research program
KW - Signature
KW - Statistical method
M3 - Article
AN - SCOPUS:34247150737
SN - 0003-4347
VL - 62
SP - 36
EP - 61
JO - Annales des Telecommunications/Annals of Telecommunications
JF - Annales des Telecommunications/Annals of Telecommunications
IS - 1-2
ER -