Newton type optimization for maximum likelihood blur identification and restoration

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dc.contributor.authorSari, Faruk
dc.date.accessioned2025-10-29T12:08:15Z
dc.date.issued2002
dc.departmentGebze Teknik Üniversitesi
dc.description2002 IEEE International Conference on Acoustic, Speech, and Signal Processing -- Orlando, FL -- 58541
dc.description.abstractIn this paper, we formulate the blur identification problem as a ML problem and solve by employing a Newton type optimization method based on "The Method of Scoring". We provide a comparative analysis of EM and Newton type optimization methods. © 2022 Elsevier B.V., All rights reserved.
dc.description.sponsorshipIEEE
dc.identifier.doi10.1109/icassp.2002.5745463
dc.identifier.isbn1424407281
dc.identifier.isbn9781467300469
dc.identifier.isbn0780362934
dc.identifier.isbn9781457705397
dc.identifier.isbn9781728163277
dc.identifier.isbn9781424423545
dc.identifier.isbn9798350368741
dc.identifier.isbn0780305329
dc.identifier.isbn9780780309463
dc.identifier.isbn9781509066315
dc.identifier.issn0736-7791
dc.identifier.issn1520-6149
dc.identifier.scopus2-s2.0-0036297930
dc.identifier.scopusqualityQ1
dc.identifier.startpageIV/3719
dc.identifier.urihttps://doi.org/10.1109/icassp.2002.5745463
dc.identifier.urihttps://hdl.handle.net/20.500.14854/14390
dc.identifier.volume4
dc.indekslendigikaynakScopus
dc.institutionauthorSari, Faruk
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartofProceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20251020
dc.subjectAlgorithms
dc.subjectError analysis
dc.subjectMathematical models
dc.subjectMaximum likelihood estimation
dc.subjectOptimization
dc.subjectProblem solving
dc.subjectMaximum likelihood blur identification
dc.subjectNewton type optimization
dc.subjectImage reconstruction
dc.titleNewton type optimization for maximum likelihood blur identification and restoration
dc.typeConference Object

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