Title :
Delivery quality score model for Internet video
Author :
Yeganeh, Hojatollah ; Kordasiewicz, Roman ; Gallant, Michael ; Ghadiyaram, Deepti ; Bovik, Alan C.
Author_Institution :
Avvasi, Waterloo, ON, Canada
Abstract :
The vast majority of today´s internet video services are consumed over-the-top (OTT) via reliable streaming (HTTP via TCP), where the primary noticeable delivery-related impairments are startup delay and stalling. In this paper we introduce an objective model called the delivery quality score (DQS) model, to predict user´s QoE in the presence of such impairments. We describe a large subjective study that we carried out to tune and validate this model. Our experiments demonstrate that the DQS model correlates highly with the subjective data and that it outperforms other emerging models.
Keywords :
Internet; mobile computing; quality of experience; transport protocols; video streaming; HTTP; Internet video services; TCP; delivery quality score model; delivery-related impairments; mobile video; over-the-top; quality-of-experience; stalling; startup delay; user QoE prediction; Delays; Internet; Mobile communication; Predictive models; Quality of service; Streaming media; Video recording; Delivery quality score; Mobile video; Quality of experience;
Conference_Titel :
Image Processing (ICIP), 2014 IEEE International Conference on
Conference_Location :
Paris
DOI :
10.1109/ICIP.2014.7025402