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Accuracy of pattern detection methods in the performance of golf putting

2013Journal article Open access
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dc.contributor.authorCouceiro, Micael
dc.contributor.authorDias, Gonçalo
dc.contributor.authorMendes, Rui
dc.contributor.authorAraújo, Duarte
dc.date.accessioned2023-09-20T10:36:05Z
dc.date.available2023-09-20T10:36:05Z
dc.date.issued2013
dc.description.abstractThe authors present a comparison of the classification accuracy of 5 pattern detection methods in the performance of golf putting. The detection of the position of the golf club was performed using a computer vision technique followed by the estimation algorithm Darwinian particle swarm optimization to obtain a kinematical model of each trial. The estimated parameters of the models were subsequently used as sample of five classification algorithms: (a) linear discriminant analysis, (b) quadratic discriminant analysis, (c) naive Bayes with normal distribution, (d) naive Bayes with kernel smoothing density estimate, and (e) least squares support vector machines. Beyond testing the performance of each classification method, it was also possible to identify a putting signature that characterized each golf player. It may be concluded that these methods can be applied to the study of coordination and motor control on the putting performance, allowing for the analysis of the intra- and interpersonal variability of motor behavior in performance contexts.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.doihttps://doi.org/10.1080/00222895.2012.740100pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.26/46642
dc.language.isoengpt_PT
dc.publisherTaylor & Francispt_PT
dc.subjectclassificationpt_PT
dc.subjectdetectionpt_PT
dc.subjectgolf puttingpt_PT
dc.subjectindividualizedkinematic patternpt_PT
dc.titleAccuracy of pattern detection methods in the performance of golf puttingpt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.conferencePlaceLondonpt_PT
oaire.citation.endPage53pt_PT
oaire.citation.issue1pt_PT
oaire.citation.startPage37pt_PT
oaire.citation.titleJournal of Motor Behaviorpt_PT
oaire.citation.volume45pt_PT
person.familyNameCouceiro
person.familyNameDias
person.familyNameMendes
person.familyNameAraújo
person.givenNameMicael
person.givenNameGonçalo Nuno Figueiredo
person.givenNameRui
person.givenNameDuarte
person.identifier1146183
person.identifier722571
person.identifier293030
person.identifier.ciencia-id0B14-ED18-23C4
person.identifier.ciencia-id131E-C0FA-7834
person.identifier.ciencia-idA71F-1E22-D496
person.identifier.ciencia-idF119-04E2-27C0
person.identifier.orcid0000-0001-6641-6090
person.identifier.orcid0000-0002-3774-6661
person.identifier.orcid0000-0002-2433-5193
person.identifier.orcid0000-0001-7932-3192
person.identifier.ridG-4342-2010
person.identifier.scopus-author-id35076901800
person.identifier.scopus-author-id14324779000
person.identifier.scopus-author-id54881476100
person.identifier.scopus-author-id9334135800
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
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relation.isAuthorOfPublication45754c5a-e464-4564-8bb3-befbd77e85ad
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