Moving object detection using an adaptive background subtraction method based on block-based structure in dynamic scene

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dc.authoridDEMIREL, Huseyin/0000-0003-2983-1425
dc.authoridERKAL, BILGEHAN/0000-0002-1405-6932
dc.contributor.authorSavas, M. Fatih
dc.contributor.authorDemirel, Huseyin
dc.contributor.authorErkal, Bilgehan
dc.date.accessioned2024-09-29T15:57:21Z
dc.date.available2024-09-29T15:57:21Z
dc.date.issued2018
dc.departmentKarabük Üniversitesien_US
dc.description.abstractToday, determining background which forms the basis of the video surveillance system whose use is increasing in parallel with developing technology, is a complicated process to implement for cases involving dynamic scene. In this study, we proposed a block-based adaptive method which can be adaptable to dynamic environmental conditions. By grouping the pixels in the picture frame as 2 x 2 non-overlapped blocks, we reduced the amount of noise and the time delay caused by processing of pixels. By a simple counter structure, we created an adaptive threshold parameter which can be adapted according to the case in N surrounding. We used this parameter to perform an update of the background model and reduced background model normalization process. So, we reduced the update time of background operably. Our proposed method achieved successful results in levels of grey levels. (C) 2018 Elsevier GmbH. All rights reserved.en_US
dc.description.sponsorshipKarabiik University [KBU-BAP-16/1-DR-167]en_US
dc.description.sponsorshipThis work/study is supported by Karabiik University graduate degrees thesis project, number of the project KBU-BAP-16/1-DR-167, In moving scenarios design of object detection system by using background modeling.en_US
dc.identifier.doi10.1016/j.ijleo.2018.04.047
dc.identifier.endpage618en_US
dc.identifier.issn0030-4026
dc.identifier.scopus2-s2.0-85046406259en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage605en_US
dc.identifier.urihttps://doi.org/10.1016/j.ijleo.2018.04.047
dc.identifier.urihttps://hdl.handle.net/20.500.14619/4753
dc.identifier.volume168en_US
dc.identifier.wosWOS:000436215800073en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevier Gmbhen_US
dc.relation.ispartofOptiken_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBackground subtractionen_US
dc.subjectBlock baseden_US
dc.subjectAdaptive updateen_US
dc.subjectDynamic sceneen_US
dc.titleMoving object detection using an adaptive background subtraction method based on block-based structure in dynamic sceneen_US
dc.typeArticleen_US

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