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(Referência obtida automaticamente do Web of Science, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores.)

Video Quality Assessment in Video Streaming Services Considering User Preference for Video Content

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Autor(es):
Rodriguez, Demostenes Z. [1] ; Rosa, Renata L. [1] ; Costa, Eduardo A. [2] ; Abrahao, Julia [1] ; Bressan, Graca [1]
Número total de Autores: 5
Afiliação do(s) autor(es):
[1] Univ Sao Paulo, Sch Engn, BR-05508 Sao Paulo - Brazil
[2] Univ Brescia, I-25121 Brescia - Italy
Número total de Afiliações: 2
Tipo de documento: Artigo Científico
Fonte: IEEE TRANSACTIONS ON CONSUMER ELECTRONICS; v. 60, n. 3, p. 436-444, AUG 2014.
Citações Web of Science: 8
Resumo

In video streaming service, the user's Quality of Experience (QoE) is not only related to video signal quality received at consumer's devices, the users' subjectivity must also be considered. In this context, a video quality assessment method that takes into account the user's preference for video content is proposed in this research. In order to perform this task, the users' profiles that include their preferences were stored in a video server. Then, subjective tests of video quality assessment were conducted, in which evaluators had different video content preferences. Results show that the evaluators' QoE is highly correlated with the user's preference for video content type. Based on these experimental results, a function named Preference Factor (PF) is defined and used to adjust the quality index values obtained by an objective video quality metric running in the end user's device. The PF function also depends on video content type and quality index score. Using the PF function, the enhanced Video streaming Quality Metric (e-VsQM) is proposed and the results of its performance evaluation demonstrate that PF improves an objective video quality metric. Furthermore, e-VsQM has low complexity and can be utilized in different video services. Thus, an application scenario is presented, in which the proposed video quality metric is implemented(1). (AU)

Processo FAPESP: 11/12724-8 - Definição de índice de qualidade para avaliação de QoE no serviço de streaming de vídeo
Beneficiário:Demostenes Zegarra Rodriguez
Modalidade de apoio: Bolsas no Brasil - Doutorado