User QoE assessment on mobile devices for natural and non-natural multimedia clips

Moldovan, Arghir-Nicolae and Muntean, Cristina Hava (2016) User QoE assessment on mobile devices for natural and non-natural multimedia clips. In: 23rd International Conference on Telecommunications, ICT 2016. IEEE, pp. 1-5. ISBN 9781509019908

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Abstract

Quality of Experience (QoE) has become an increasing topic of research with the proliferation of multimedia services on mobile devices. Previous research studies have focused on proposing objective video quality assessment (VQA) metrics, and evaluating them on generic video content databases that consist mainly of natural clips such as news, sports and movies. This paper investigates the accuracy of VQA metrics to estimate user's QoE for natural and non-natural multimedia clips on mobile devices. The results from a subjective study with 60 participants have shown that well known full-reference VQA metrics such as PSNR, SSIM and VIFp exhibit up to 97% QoE estimation accuracy for non-natural clips, despite not being traditionally recommended for such clips.

Item Type:	Book Section
Subjects:	Q Science > QA Mathematics > Electronic computers. Computer science T Technology > T Technology (General) > Information Technology > Electronic computers. Computer science Q Science > QA Mathematics > Computer software > Mobile Phone Applications T Technology > T Technology (General) > Information Technology > Computer software > Mobile Phone Applications
Divisions:	School of Computing > Staff Research and Publications
Depositing User:	Caoimhe Ní Mhaicín
Date Deposited:	08 Dec 2016 16:14
Last Modified:	30 Aug 2017 11:02
URI:	https://norma.ncirl.ie/id/eprint/2508

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