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metadata.artigo.dc.title: Video quality metric for streaming service using DASH standard
metadata.artigo.dc.creator: Rodríguez, Demóstenes Zegarra
Rosa, Renata Lopes
Alfaia, Eduardo Costa
metadata.artigo.dc.subject: Video streaming
Video quality metrics
Video resolution
Image resolution
Streaming de vídeo
Métricas de qualidade de vídeo
Resolução de vídeo
Resolução de imagem
metadata.artigo.dc.publisher: IEEE Xplore Sep-2016
metadata.artigo.dc.identifier.citation: RODRÍGUEZ, D. Z.; ROSA, R. L.; ALFAIA, E. C. Video quality metric for streaming service using DASH standard. IEEE Transactions on Broadcasting, New York, v. 62, n. 3, p. 628-639, Sept. 2016.
metadata.artigo.dc.description.abstract: Currently, dynamic adaptive streaming over HTTP (DASH) standard is used to change the video resolution according to the network capacity of the end user's. However, if the video resolution changes frequently, the attention of the users can be affected decreasing their quality-of-experience (QoE). In this context, this paper proposes a no-reference video quality metric that takes three impairment factors into account, initial buffering delay, temporal interruptions or pauses, and video resolution changes during a video transmission. Also, the temporal locations of pauses and resolution changes are considered. In order to perform this task, extensive subjective tests were conducted. Experimental results show that the evaluators' QoE is highly correlated with the frequency of pauses, video resolution changes and initial delay. Based on these results a video streaming quality metric for DASH services (VsQMDASH) is formulated and implemented on PC and mobile hand-held devices. Finally, the performance of VsQMDASH is validated with additional subjective tests reaching a person correlation coefficient of 0.99. Furthermore, experimental results demonstrated that the proposed metric has low complexity because it is based on application level parameters and its energy consumption is negligible in relation to the energy consumed by the video player; therefore, can be easily implemented in consumer electronic devices.
metadata.artigo.dc.language: en_US
Appears in Collections:DCC - Artigos publicados em periódicos

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