使用重叠的主观数据集评估可扩展视频编码和错误隐藏的客观质量指标的性能

Yohann Pitrey, Romuald Pépion, P. Callet, M. Barkowsky
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引用次数: 1

摘要

本文给出了四个主观视频数据集。考虑的应用程序是可伸缩视频编码,用作错误隐藏机制。所提出的数据集探讨了编码参数与感知质量之间的关系,在不同的网络损伤模式下,涉及到解码器方面的错误隐藏,以模拟一个完整的分销渠道。在论文的第一部分中,这些数据集共享了一部分共同配置,这使得可以比较几个单一刺激实验的结果,并在不同类型的扭曲之间得出有趣的对应关系。在本文的第二部分,我们分析了三个常见的客观质量指标在分销渠道的每一步的表现,以确定可能的方向,以提高其预测感知质量的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using overlapping subjective datasets to assess the performance of objective quality metrics on Scalable Video Coding and error concealment
In this paper, four subjective video datasets are presented. The considered application is Scalable Video Coding used as an error-concealment mechanism. The presented datasets explore the relations between encoding parameters and perceived quality, under different network-impairment patterns and involve error-concealment on the decoder's side, to simulate a complete distribution channel. The datasets share a part of common configurations which enables, in the first part of the paper, to compare the outcomes from several Single Stimulus experiments and draw interesting correspondances between different types of distortion. In the second part of the paper, we analyse the performance of three common objective quality metrics on each step of the distribution channel, to identify the possible directions to be followed in order to improve their accuracy in predicting the perceived quality.
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