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Stability and repeatability of HMM based probability outputs across dynamic handwritten signature features

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dc.citedby4
dc.contributor.authorAhmad S.M.S.en_US
dc.contributor.authorShakil A.en_US
dc.contributor.authorAnwar R.Md.en_US
dc.contributor.authorid24721182400en_US
dc.contributor.authorid24722081200en_US
dc.contributor.authorid24721188400en_US
dc.date.accessioned2023-12-28T07:41:47Z
dc.date.available2023-12-28T07:41:47Z
dc.date.issued2008
dc.description.abstractThis paper presents a study on the stability and repeatability of Hidden Markov Modeling based probability outputs across several different dynamic handwritten signature features. This study compares such values extracted from signature samples compiled within a single data collection session (i.e. between intra-session) and across several data collection sessions (i.e. between inter-sessions). The primary aim of this study is to investigate the indentifying capability of local online signature Hidden Markov Modeling based probability outputs which have implications on the accuracy of biometrics signature verification system which utilize similar HMM approach. This paper reports on an analysis results carried out on the online genuine signature counterparts of Sigma database - a compilation of over 6000 genuine signature samples that were gathered over a series of data collection sessions. � 2008 IEEE.en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo4631698
dc.identifier.doi10.1109/ITSIM.2008.4631698
dc.identifier.scopus2-s2.0-57349191671
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-57349191671&doi=10.1109%2fITSIM.2008.4631698&partnerID=40&md5=d226617a2bee81c0ab56c2c483afbe8f
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/29722
dc.identifier.volume2
dc.sourceScopus
dc.sourcetitleProceedings - International Symposium on Information Technology 2008, ITSim
dc.subjectBiometrics
dc.subjectData acquisition
dc.subjectHidden Markov models
dc.subjectInformation technology
dc.subjectProbability
dc.subjectRandom processes
dc.subjectSystem stability
dc.subjectAnalysis results
dc.subjectData collections
dc.subjectHandwritten signatures
dc.subjectIndentifying
dc.subjectOnline signatures
dc.subjectSignature verifications
dc.subjectExtraction
dc.titleStability and repeatability of HMM based probability outputs across dynamic handwritten signature featuresen_US
dc.typeConference paperen_US
dspace.entity.typePublication
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