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Sample Selection for Optimising Signature Enrolment

Guest, Richard, Fairhurst, Michael (2006) Sample Selection for Optimising Signature Enrolment. In: Proc. 10th International Workshop on Frontiers in Handwriting Recognition (IWFRH), 2006 October, La Baule, France. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:9830)

The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided.

Abstract

Accurate and representative template construction

is critical for the successful and robust operation of

dynamic signature verification systems. This paper

presents a comparison of enrolment sample selection

strategies using a large database of donated signature

samples. Enrolment strategies evaluated include several

that are based on sample variance within standard

signature performance features, together with a series of

established reference methods used for purposes of

“baseline” comparison. Sample selection enrolment

strategies are tested on two representative commercial

signature verification systems by assessing the rate of

successful enrolment and verification. The results show

that using a prediction method based on the

measurement of variance within samples for selection

increases the ability to successfully enrol. The

investigation is thus important in helping to develop

possible best practice for implementing effective

enrolment procedures.

Item Type: Conference or workshop item (Paper)
Subjects: T Technology > TK Electrical engineering. Electronics. Nuclear engineering > TK7800 Electronics > TK7880 Applications of electronics > TK7882.P3 Pattern recognition systems
Divisions: Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Engineering and Digital Arts
Depositing User: Yiqing Liang
Date Deposited: 11 Aug 2009 16:18 UTC
Last Modified: 16 Nov 2021 09:48 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/9830 (The current URI for this page, for reference purposes)
Guest, Richard: https://orcid.org/0000-0001-7535-7336
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