Biosecure reference systems for on-line signature verification: A study of complementarity
2007 (English)In: Annales des télécommunications, ISSN 0003-4347, E-ISSN 1958-9395, Vol. 62, no 1-2, 36-61 p.Article in journal (Refereed) Published
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.
Place, publisher, year, edition, pages
Springer, 2007. Vol. 62, no 1-2, 36-61 p.
Authentication, Biometrics, Comparative study, Experimental study, Handwriting, Hidden Markov model, Mathematical distance, On-line processing, Reference model, Research program, Signature, Statistical method
IdentifiersURN: urn:nbn:se:hh:diva-21231DOI: 10.1007/BF03253249ISI: 000245366300003ScopusID: 2-s2.0-34247150737OAI: oai:DiVA.org:hh-21231DiVA: diva2:589329