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Sporadic Frame Dropping Impact on Quality Perception

机译:零星丢帧对质量感知的影响

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摘要

Over the past few years there has been an increasing interest in real time video services over packet networks. When considering quality, it is essential to quantify user perception of the received sequence. Severe motion discontinuities are one of the most common degradations in video streaming. The end-user perceives a jerky motion when the discontinuities are uniformly distributed over time and an instantaneous fluidity break is perceived when the motion .loss is isolated or irregularly distributed. Bit rate adaptation techniques, transmission errors in the packet networks or restitution strategy could be the origin of this perceived jerkiness. In this paper we present a psychovisual experiment performed to quantify the effect of sporadically dropped pictures on the overall perceived quality. First, the perceptual detection thresholds of generated temporal discontinuities were measured. Then, the quality function was estimated in relation to a single frame dropping for different durations. Finally, a set of tests was performed to quantify the effect of several impairments distributed over time. We have found that the detection thresholds are content, duration and motion dependent. The assessment results show how quality is impaired by a single burst of dropped frames in a 10 sec sequence. The effect of several bursts of discarded frames, irregularly distributed over the time is also discussed.
机译:在过去的几年中,人们对通过分组网络的实时视频服务越来越感兴趣。考虑质量时,必须量化用户对接收序列的感知。严重的运动不连续性是视频流中最常见的降级之一。当不连续性在时间上均匀分布时,最终用户会感觉到剧烈的运动,而当运动损耗被隔离或不规则地分布时,会感觉到瞬时的流动性中断。比特率自适应技术,分组网络中的传输错误或恢复策略可能是这种感觉到的问题的根源。在本文中,我们提出了一项心理视觉实验,以量化偶尔掉落的图片对整体感知质量的影响。首先,测量生成的时间不连续性的感知检测阈值。然后,针对不同持续时间的单个帧丢失来估计质量函数。最后,进行了一组测试以量化随时间分布的几种损害的影响。我们发现检测阈值与内容,持续时间和运动有关。评估结果表明,在10秒的序列中,丢帧的单个突发会如何降低质量。还讨论了随着时间的推移不规则分布的数个废弃帧突发的影响。

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