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dc.contributor.authorPakfiliz, Ahmet Gungor
dc.date.accessioned2020-10-28T08:09:01Z
dc.date.available2020-10-28T08:09:01Z
dc.date.issued2019
dc.identifier.issn1300-7009en_US
dc.identifier.urihttps://pdfs.semanticscholar.org/0a91/81e45aa91bf32e81392ac9afeb098003dc1d.pdf?_ga=2.107649802.947393962.1603872269-726775351.1603872269
dc.identifier.urihttp://hdl.handle.net/11727/4967
dc.description.abstractIn this study, a new method is presented to automatically detect and track flying objects through video systems that are used for surface to air tracking tasks. In this approach, a method has been developed in which Standard Deviation is used to determine the presence of a flying object. The measurement data is adapted to track, so that the flying object becomes more dominant than the background. In order to track the detected target in real time, Interacting Multiple Model Probabilistic Data Association with Amplitude Information (IMMPDA-AI) algorithm is used. Although the IMMPDA-AI algorithm is mainly a point tracking algorithm, in this study, its applicability to video tracking is shown. For this purpose, the amplitude information of the sampled video frames is encoded as point data and the tracking is performed on this data. Thus, an algorithm has been developed in which the target is automatically detected, track initiated and continued. The algorithm is evaluated for different maneuvers, target types and clutter situations, and successful results are obtained.en_US
dc.language.isoturen_US
dc.relation.isversionof10.5505/pajes.2019.29660en_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectAutomatic target detectionen_US
dc.subjectVideo trackingen_US
dc.subjectInteracting multiple modelen_US
dc.subjectProbabilistic data associationen_US
dc.titleA novel approach for automatic detection and tracking of flying objectsen_US
dc.typearticleen_US
dc.relation.journalPAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISIen_US
dc.identifier.volume25en_US
dc.identifier.issue5en_US
dc.identifier.startpage553en_US
dc.identifier.endpage559en_US
dc.identifier.wos000490929500006en_US
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergien_US


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