A web-based digital analysis interface for image quality assessment

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dc.authoridBAYILMIS, CUNEYT/0000-0003-1058-7100
dc.contributor.authorYalman, Y.
dc.contributor.authorAkar, F.
dc.contributor.authorBayilmis, C.
dc.date.accessioned2025-10-24T18:09:33Z
dc.date.available2025-10-24T18:09:33Z
dc.date.issued2014
dc.departmentMalatya Turgut Özal Üniversitesi
dc.description.abstractImage processing and transmission systems may introduce some amount of distortion or artefacts in a digital image. This fact usually leads to a visual or statistical image quality assessment (IQA) required in many applications and research studies in order to analyse a product image in terms of deteriorations as well as effects of the processing. There are numerous IQA criteria presented in the literature separately that makes it really difficult both for use in comparative analyses and for educational purposes. In this presented work, a user friendly webbased digital educational interface for full-reference or no-reference image quality assessment using MATLAB builder NE has been developed. In addition to this, developed system performs user-defined optional deteriorations (median noise, Gaussian blur, motion blur, high-pass filter and jpeg compression) on the image and assesses deterioration of the image. It is an extremely easy, fast and economical way of analysing digital images, especially designed for researchers, graduate and postgraduate students who work on digital image processing. Using this webbased tool well contributes to teaching all of the IQA methods and quality effects of systematic distortions on the image as well as establishes a scientific benchmark for researchers.
dc.identifier.doi10.1179/1743131X12Y.0000000047
dc.identifier.endpage160
dc.identifier.issn1368-2199
dc.identifier.issn1743-131X
dc.identifier.issue3
dc.identifier.scopus2-s2.0-84896050791
dc.identifier.scopusqualityQ3
dc.identifier.startpage149
dc.identifier.urihttps://doi.org/10.1179/1743131X12Y.0000000047
dc.identifier.urihttps://hdl.handle.net/20.500.12899/3692
dc.identifier.volume62
dc.identifier.wosWOS:000337061600003
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherTaylor & Francis Ltd
dc.relation.ispartofImaging Science Journal
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20251023
dc.subjectWeb-based educational interface; Image quality assessment; Image processing; MATLAB builder NE
dc.titleA web-based digital analysis interface for image quality assessment
dc.typeArticle

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