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Offline signature verification using a single master signature for building a signer's profile

Previous studies on offline signature verification have assumed that there will be at least three sample signatures available from which a profile of an individual signer can be constructed. This paper outlines three signature comparison measures for use where only one master signature is available,...

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Main Authors: Abulfatah, G. M., Ahma, M. N.
Format: Article
Published: CESER Publications 2017
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://eprints.utm.my/id/eprint/77146/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85019269440&partnerID=40&md5=3a7cec0e3e2bd55eae13a90d38f284c3
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spelling my.utm.771462018-04-30T14:45:04Z http://eprints.utm.my/id/eprint/77146/ Offline signature verification using a single master signature for building a signer's profile Abulfatah, G. M. Ahma, M. N. QA75 Electronic computers. Computer science Previous studies on offline signature verification have assumed that there will be at least three sample signatures available from which a profile of an individual signer can be constructed. This paper outlines three signature comparison measures for use where only one master signature is available, along with techniques for constructing a suitable threshold. Using these comparison measures and thresholds devised for seen forgeries, an EER of 15% for seen forgeries and FARs of less than 3% and 1% for unseen and random forgeries respectively has been achieved. CESER Publications 2017 Article PeerReviewed Abulfatah, G. M. and Ahma, M. N. (2017) Offline signature verification using a single master signature for building a signer's profile. International Journal of Imaging and Robotics, 17 (2). pp. 87-94. ISSN 2231-525X https://www.scopus.com/inward/record.uri?eid=2-s2.0-85019269440&partnerID=40&md5=3a7cec0e3e2bd55eae13a90d38f284c3
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Abulfatah, G. M.
Ahma, M. N.
Offline signature verification using a single master signature for building a signer's profile
description Previous studies on offline signature verification have assumed that there will be at least three sample signatures available from which a profile of an individual signer can be constructed. This paper outlines three signature comparison measures for use where only one master signature is available, along with techniques for constructing a suitable threshold. Using these comparison measures and thresholds devised for seen forgeries, an EER of 15% for seen forgeries and FARs of less than 3% and 1% for unseen and random forgeries respectively has been achieved.
format Article
author Abulfatah, G. M.
Ahma, M. N.
author_facet Abulfatah, G. M.
Ahma, M. N.
author_sort Abulfatah, G. M.
title Offline signature verification using a single master signature for building a signer's profile
title_short Offline signature verification using a single master signature for building a signer's profile
title_full Offline signature verification using a single master signature for building a signer's profile
title_fullStr Offline signature verification using a single master signature for building a signer's profile
title_full_unstemmed Offline signature verification using a single master signature for building a signer's profile
title_sort offline signature verification using a single master signature for building a signer's profile
publisher CESER Publications
publishDate 2017
url http://eprints.utm.my/id/eprint/77146/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85019269440&partnerID=40&md5=3a7cec0e3e2bd55eae13a90d38f284c3
_version_ 1643657511561068544
score 13.187197

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