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Multi-target tracking for sperm motility measurement using the kalman filter and JPDAF: Preliminary results

dc.rights.licensehttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.contributor.authorMayorca-Torres D.
dc.contributor.authorGuerrero-Chapal H.
dc.contributor.authorMejía-Manzano J.
dc.contributor.authorLopez-Mesa D.
dc.contributor.authorPeluffo-Ordoñez D.H.
dc.contributor.authorSalazar-Castro J.A.
dc.date.accessioned2024-12-02T20:15:55Z
dc.date.available2024-12-02T20:15:55Z
dc.date.issued2019
dc.identifier.issn16469895
dc.identifier.urihttps://hdl.handle.net/20.500.14112/28991
dc.description.abstractThe determination of sperm motility characteristics is of great importance for the specification of fertility in men. The semengram is the main diagnostic test to confirm semen quality. Currently, many fertility laboratories use visual assistance techniques to evaluate by using the Makler counting chamber, where motility and sperm count analysis can be performed. This research project proposes a method that allows the quantification of motility through the use of the probabilistic filter (JPDAF) based on the Kalman filter. This research requires the stages of segmentation, feature extraction and development of tracking algorithms for the association of sperm trajectories when there are multiple objectives. A total of 200 individual sperm were selected and the effectiveness for sperm classification was determined according to the mobility categories established by the WHO, obtaining an average value of 93.5% for the categories (A, B, C and D). © 2019, Associacao Iberica de Sistemas e Tecnologias de Informacao. All rights reserved.
dc.description.sponsorshipThis research work is supported by the Mechatronic Engineering research Group of the Mariana University. Also, the authors are very grateful for the valuable support given by SDAS Research Group (www.sdas-group.com).
dc.format12
dc.format.mediumRecurso electrónico
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherAssociacao Iberica de Sistemas e Tecnologias de Informacao
dc.rights.uriAttribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)
dc.sourceRISTI - Revista Iberica de Sistemas e Tecnologias de Informacao
dc.sourceRev. Iberica Sist. Tecnol. Inf.
dc.sourceScopus
dc.titleMulti-target tracking for sperm motility measurement using the kalman filter and JPDAF: Preliminary results
datacite.contributorFacultad de Ingeniería, Universidad Mariana, 520001, Colombia
datacite.contributorIngeniería Mecatrónica, Corporación Universitaria Comfacauca, 520001, Colombia
datacite.contributorEscuela de Ciencias Matemáticas y Tecnología Informática Yachay Tech, San Miguel de Urcuquí, 100650, Ecuador
datacite.contributorIngeniería Informática, Corporación Universitaria Autónoma de Nariño, Nariño, 520001, Colombia
datacite.contributorMayorca-Torres D., Facultad de Ingeniería, Universidad Mariana, 520001, Colombia
datacite.contributorGuerrero-Chapal H., Facultad de Ingeniería, Universidad Mariana, 520001, Colombia
datacite.contributorMejía-Manzano J., Ingeniería Mecatrónica, Corporación Universitaria Comfacauca, 520001, Colombia
datacite.contributorLopez-Mesa D., Ingeniería Mecatrónica, Corporación Universitaria Comfacauca, 520001, Colombia
datacite.contributorPeluffo-Ordoñez D.H., Escuela de Ciencias Matemáticas y Tecnología Informática Yachay Tech, San Miguel de Urcuquí, 100650, Ecuador
datacite.contributorSalazar-Castro J.A., Ingeniería Informática, Corporación Universitaria Autónoma de Nariño, Nariño, 520001, Colombia
datacite.rightshttp://purl.org/coar/access_right/c_abf2
oaire.resourcetypehttp://purl.org/coar/resource_type/c_6501
oaire.versionhttp://purl.org/coar/version/c_ab4af688f83e57aa
dc.contributor.sponsorMechatronic Engineering research Group of the Mariana University
dc.contributor.sponsorShandong Academy of Sciences, SDAS
dc.identifier.instnameUniversidad Mariana
dc.identifier.reponameRepositorio Clara de Asis
dc.identifier.urlhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85075303521&partnerID=40&md5=d71586d45d5a12b8d79bfada70b7c85b
dc.relation.citationendpage294
dc.relation.citationstartpage282
dc.relation.citationvolume2019
dc.relation.iscitedby2
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dc.rights.accessrightsinfo:eu-repo/semantics/openAccess
dc.subject.keywordsJPDAF
dc.subject.keywordsKalman filter
dc.subject.keywordsMorphology
dc.subject.keywordsMotility
dc.subject.keywordsSpermatozoa
dc.type.driverinfo:eu-repo/semantics/article
dc.type.hasversioninfo:eu-repo/semantics/acceptedVersion
dc.type.redcolhttp://purl.org/redcol/resource_type/ART
dc.type.spaArtículo científico
dc.relation.citationissueE22


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