A Comparative Study on No-Reference Video Quality Assessment Metrics

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dc.contributor.authorZerman, Emin
dc.contributor.authorAkar, Gozde Bozdagi
dc.contributor.authorKonuk, Baris
dc.contributor.authorYilmaz, Gokce Nur
dc.date.accessioned2020-06-25T18:12:22Z
dc.date.available2020-06-25T18:12:22Z
dc.date.issued2014
dc.departmentKırıkkale Üniversitesi
dc.description22nd IEEE Signal Processing and Communications Applications Conference (SIU) -- APR 23-25, 2014 -- Karadeniz Teknik Univ, Trabzon, TURKEY
dc.descriptionB. Akar, Gozde/0000-0002-4227-5606
dc.description.abstractIn the last two decades the Internet technology has boosted and the connection speeds have been incrased from kilobits to hundred megabits scale. With the rising coverage of the Internet and the usage of mobile devices such as tablets and smart phones, the usage of social media and especially multimedia elements has been increased rapidly. This increment in streaming multimedia created a need for the assessment of the user experience on multimedia and especially video. Even though there are different Video Quality Assessment (VQA) methods for that purpose, most of them are Full-Reference (FR) or Reduced-Reference (RR). In today's world with many mobile devices, the application of these methods are not possible since they need the reference data. The No-Reference (NR) video metrics are much more suitable for the case. In this paper, the main objective is to evaluate a previously proposed NR VQA metric with a new dataset and to compare the results to other high-performance NR metrics such as G.1070 and G.1070E which do not utilize spatial and temporal characteristics of a given video sequence. Evaluation and comparison results show the accuracy and robustness of the proposed metric.en_US
dc.description.sponsorshipIEEE, Karadeniz Tech Univ, Dept Comp Engn & Elect & Elect Engnen_US
dc.identifier.citationclosedAccessen_US
dc.identifier.endpage1777en_US
dc.identifier.isbn978-1-4799-4874-1
dc.identifier.issn2165-0608
dc.identifier.scopus2-s2.0-84903769085
dc.identifier.scopusqualityN/A
dc.identifier.startpage1774en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12587/5882
dc.identifier.wosWOS:000356351400423
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isotr
dc.publisherIeeeen_US
dc.relation.ispartof2014 22Nd Signal Processing And Communications Applications Conference (Siu)
dc.relation.ispartofseriesSignal Processing and Communications Applications Conference
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectNo-reference metricen_US
dc.subjectvideo quality assessment (VQA)en_US
dc.subjectvideo characteristicsen_US
dc.subjectquality of experience (QoE)en_US
dc.subjectnetwork conditionen_US
dc.titleA Comparative Study on No-Reference Video Quality Assessment Metricsen_US
dc.typeConference Object

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