A New 2-D Convex Combination of Recursive Inverse Algorithms

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dc.contributor.authorHameed, Alaa Ali
dc.contributor.authorSalman, Mohammad Shukri
dc.contributor.authorKarlik, Bekir
dc.date.accessioned2020-03-26T18:49:11Z
dc.date.available2020-03-26T18:49:11Z
dc.date.issued2014
dc.departmentSelçuk Üniversitesien_US
dc.descriptionIEEE 34th International Conference on Electronics and Nanotechnology (ELNANO) -- APR 15-18, 2014 -- Kyiv, UKRAINEen_US
dc.description.abstractDe-noising magnetic resonance images (MRI) has recently become an interesting topic in medical diagnosis applications. Many algorithms have been proposed for this purpose. However, these algorithms usually suffer from poor performance or time consumption. In this paper, we propose a 2-D version of the recently proposed convex recursive inverse (RI) algorithm that provides fast convergence at the beginning to save time and then provides high performance in terms of noise removal. To test the algorithm, a de-noising experiment has been conducted on MR image that is assumed to be corrupted by an additive white Gaussian noise (AWGN). Simulations show that the proposed algorithm successfully recovers the image.en_US
dc.description.sponsorshipIEEE, Natl Tech Univ Ukraine, Kyiv Polytechn Inst, Teleopt PRA Ltd, IEEE Cent Ukraine Chapter ED MTT COM CPMT SSC Soc Joint Chapter, IEEE E Ukraine AP MTT ED AES GRS NPS Soc Joint Chapter, Publ Org Lady Sci, Natl Aviat Univ, IEEE Cent Ukraine AES SP Soc Joint Chapter, IEEE Ukraine Sect EMB Soc Chapter, IEEE Ukraine Young Profess Affin Grp, IEEE Ukraine Sect, IEEE KPI Student Branch, Off Naval Res Global, US Army Int Technol Ctr Atlantic, NAS, V Ye Lashkaryov Inst Semicond Physen_US
dc.identifier.endpage276en_US
dc.identifier.isbn978-1-4799-4580-1
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage273en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/30549
dc.identifier.wosWOS:000346432100060en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartof2014 IEEE 34TH INTERNATIONAL CONFERENCE ON ELECTRONICS AND NANOTECHNOLOGY (ELNANO)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectMRIen_US
dc.subjectrecursive inverse algorithmen_US
dc.subjectsecond-order recursive inverse algorithmen_US
dc.subjectconvex adaptive filteringen_US
dc.titleA New 2-D Convex Combination of Recursive Inverse Algorithmsen_US
dc.typeConference Objecten_US

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