A classifier design for detecting image manipulations

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dc.contributor.authorMemon, Nasir
dc.contributor.authorRamkumar, Manian
dc.contributor.authorSankur, Bülent
dc.contributor.buuauthorAvcıbaş, İsmail
dc.contributor.buuauthorSevinç, Bayram
dc.contributor.departmentUludağ Üniversitesi/Mühendislik Fakültesi/Elektrik-Elektronik Mühendisliği Bölümü.tr_TR
dc.contributor.researcheridH-9089-2018tr_TR
dc.date.accessioned2021-07-09T11:59:41Z
dc.date.available2021-07-09T11:59:41Z
dc.date.issued2004
dc.description.abstractIn this paper we present a framework for digital image forensics. Based on the assumptions that some processing operations must be done on the image before it is doctored, and an expected measurable distortion after processing an image we design classifiers that discriminates between original and processed images. We propose a novel way of measuring the distortion between two images one being the original and the other processed. The measurements are used as features in classifier design. Using these classifiers we lest whether a suspicious part Of a given image has been processed with a particular method or not. Expermental results show that with a high accuracy we are able to tell if some part of an image has undergone a particular or a combination of processing methods.en_US
dc.identifier.citationMemon, N. vd. (2004). “A classifier design for detecting image manipulations”. ICIP: 2004 International Conference on Image Processing, 1-5, 2645-2648.en_US
dc.identifier.endpage2648tr_TR
dc.identifier.issn1522-4880
dc.identifier.scopus2-s2.0-20444444311tr_TR
dc.identifier.startpage2645tr_TR
dc.identifier.urihttps://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=1421647
dc.identifier.urihttp://hdl.handle.net/11452/21200
dc.identifier.volume1-5tr_TR
dc.identifier.wos000228043503128tr_TR
dc.indexed.scopusScopusen_US
dc.indexed.wosCPCI-Sen_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.collaborationYurt dışıtr_TR
dc.relation.collaborationYurt içitr_TR
dc.relation.journalICIP: 2004 International Conference on Image Processing, Vols 1- 5tr_TR
dc.relation.publicationcategoryKonferans Öğesi - Uluslararasıtr_TR
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectComputer scienceen_US
dc.subjectImaging science & photographic technologyen_US
dc.subject.wosComputer science, software engineeringen_US
dc.subject.wosImaging science & photographic technologyen_US
dc.titleA classifier design for detecting image manipulationsen_US
dc.typeProceedings Paper

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