Garcia-Salicetti, S. and Fierrez-Aguilar, J. and Alonso-Fernandez, F. and Vielhauer, C. and Guest, R.M. and Allano, L. and Doan Trung, T. and Scheidat, T. and Ly Van, B. and Dittmann, J. and Dorizzi, B. and Ortega-Garcia, J. and Gonzalez-Rodriguez, J. and Bacile Di Castiglione, M. and Fairhurst, M.C. (2007) Biosecure reference systems for on-line signature verification: a study of complementarity. Annales des Telecommunications-Annals of Telemmunications, 62 (1-2). pp. 36-61. ISSN 0003-4347 .
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Abstract
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 16500 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.
| Item Type: | Article |
|---|---|
| Uncontrolled keywords: | biometrics; handwriting; signature; on-line processing; authentication; comparative study; statistical method; hidden Markov model; reference model; mathematical distance; experimental study; research program |
| Subjects: | T Technology > TA Engineering (General). Civil engineering (General) > TA1637 Image Analysis, Image Processing |
| Divisions: | Faculties > Science Technology and Medical Studies > School of Engineering and Digital Arts > Image and Information Engineering |
| Depositing User: | Louise Dorman |
| Date Deposited: | 24 Apr 2008 08:13 |
| Last Modified: | 04 May 2012 14:43 |
| Resource URI: | http://kar.kent.ac.uk/id/eprint/2854 (The current URI for this page, for reference purposes) |
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