Publication:
Automatic online signature verification: A prototype using neural networks

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dc.citedby3
dc.contributor.authorAhmed S.K.en_US
dc.contributor.authorRamasamy A.K.en_US
dc.contributor.authorKhairuddin A.S.Mohd.en_US
dc.contributor.authorOmar J.en_US
dc.contributor.authorid25926812900en_US
dc.contributor.authorid16023154400en_US
dc.contributor.authorid36019257000en_US
dc.contributor.authorid24463418200en_US
dc.date.accessioned2023-12-29T07:53:10Z
dc.date.available2023-12-29T07:53:10Z
dc.date.issued2009
dc.description.abstractSignature verification is the process used to recognize an individual's handwritten signature to prevent fraud. In this paper pressure at the pen-tip together with the x, and y coordinates of the signature are measured and features extracted from these are used to verify the signature. A pressure pad was used to obtain signature samples. A signature verification system using SOM neural network was designed in MATLAB to verify the signatures. Results obtained using a prototype system are encouraging. The attractive features of this system are its low cost, low intrusion, good performance and use of an acceptable and natural biometric (the signature). � 2009 IEEE.en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo5395951
dc.identifier.doi10.1109/TENCON.2009.5395951
dc.identifier.scopus2-s2.0-77951133463
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-77951133463&doi=10.1109%2fTENCON.2009.5395951&partnerID=40&md5=165ff3b532b70a1fc607e420f7f9e738
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/30780
dc.sourceScopus
dc.sourcetitleIEEE Region 10 Annual International Conference, Proceedings/TENCON
dc.subjectBiometrics
dc.subjectNeural networks
dc.subjectSelf-organizing maps
dc.subjectSignature verification
dc.subjectBiometrics
dc.subjectCharacter recognition
dc.subjectConformal mapping
dc.subjectMATLAB
dc.subjectHandwritten signatures
dc.subjectLow costs
dc.subjectOn-line signature verification
dc.subjectPrototype system
dc.subjectSignature verification
dc.subjectSelf organizing maps
dc.titleAutomatic online signature verification: A prototype using neural networksen_US
dc.typeConference Paperen_US
dspace.entity.typePublication
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