Cat Swarm Based Shadow Detection Method

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dc.authoridTalu, Muhammed Fatih/0000-0003-1166-8404
dc.authoridFırıldak, Kazım/0000-0002-1958-3627;
dc.authorwosidTalu, Muhammed Fatih/W-2834-2017
dc.authorwosidFırıldak, Kazım/AAR-8770-2021
dc.authorwosidKaraduman, Mucahit/R-6853-2017
dc.authorwosidYeroglu, Celaleddin/ABG-9572-2020
dc.contributor.authorFirildak, Kazim
dc.contributor.authorKaraduman, Mucahit
dc.contributor.authorTalu, Muhammed Fatih
dc.contributor.authorYeroglu, Celaleddin
dc.date.accessioned2024-08-04T20:45:47Z
dc.date.available2024-08-04T20:45:47Z
dc.date.issued2018
dc.departmentİnönü Üniversitesien_US
dc.descriptionInternational Conference on Artificial Intelligence and Data Processing (IDAP) -- SEP 28-30, 2018 -- Inonu Univ, Malatya, TURKEYen_US
dc.description.abstractInnovations brought by developing technology are used in different forms in security area. Those technologies on imaging are usually involved in monitoring, tracking and detecting. When these processes are performed, the shadow of the object can prevent detection and monitoring. Therefore, in this study, a method has been proposed to determine the shadows of the objects and to distinguish them from the original image, and to determine the real image of the object. Previous work on this area has been done using classic shadow detection methods. In order to overcome their disadvantages during the detection period, this study uses cat swarm optimization, which can be applied to many problems. With this method, the shadows belonging to the object are detected, and the objects are determined by separating the shadows from the image. Later, if desired, follow-up of the object will also be achieved. It is shown that the suggested cat swarm optimization algorithm provides an effective result in shadow detection and give better results with shadow detection rate over compared algorithms.en_US
dc.description.sponsorshipInonu Univ, Comp Sci Dept,IEEE Turkey Sect,Anatolian Scien_US
dc.identifier.isbn978-1-5386-6878-8
dc.identifier.scopus2-s2.0-85062521807en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://hdl.handle.net/11616/98691
dc.identifier.wosWOS:000458717400094en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherIeeeen_US
dc.relation.ispartof2018 International Conference on Artificial Intelligence and Data Processing (Idap)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectShadow detectionen_US
dc.subjectCSOen_US
dc.subjectobject detectionen_US
dc.titleCat Swarm Based Shadow Detection Methoden_US
dc.typeConference Objecten_US

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