Threshold effect on particle tracking algorithms

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dc.authorid7003421945
dc.authorid57164533700
dc.contributor.authorYücel H.
dc.contributor.authorVelu S.K.P.
dc.date.accessioned20.04.201910:49:12
dc.date.accessioned2019-04-20T21:43:01Z
dc.date.available20.04.201910:49:12
dc.date.available2019-04-20T21:43:01Z
dc.date.issued2018
dc.departmentBayburt Üniversitesien_US
dc.description34th International Physics Congress on Turkish Physical Society, TPS 2018
dc.description.abstractAutomated particle tracking algorithms are widely used by soft matter physicists as a research tool to detect and construct the trajectories of micron-sized particles in ffuids. Analyzing these trajectories will uncover the physics of the investigated particles mainly on the type of motion they undergo making them suitable for potential applications. A plethora of methods has been proposed and used for detection and tracking. In this work, we examine the performance of two commonly used tracking algorithms in terms of threshold dependencies in digital video images. One of them is the centroid method (CM), a well-known and used algorithm and the other is radial symmetry method (RSM) which is recently proposed. Here, we generate the synthetic digital video images consisting of randomly placed multiple particles and compare the absolute errors on the particle detection by varying threshold values. Our results suggest that both algorithms show dependence on the threshold value and on comparison RSM algorithm performs better than the CM algorithm when the noise level is zero. Moreover, the measured absolute errors show a strong dependence on threshold values when noise levels are increased (up to 20) especially for the RSM algorithm. © 2018 Author(s).en_US
dc.identifier.doi10.1063/1.5078876
dc.identifier.isbn9.78074E+12
dc.identifier.issn0094-243X
dc.identifier.scopus2-s2.0-85057145130en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://dx.doi.org/10.1063/1.5078876
dc.identifier.urihttps://hdl.handle.net/20.500.12403/345
dc.identifier.volume2042
dc.identifier.wosWOS:000468358900004en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherAmerican Institute of Physics Inc.
dc.relation.ispartofAIP Conference Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.titleThreshold effect on particle tracking algorithmsen_US
dc.typeConference Objecten_US

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