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On the Optimal Presentation Duration for Subjective Video Quality Assessment

机译:主观视频质量评估的最佳演示持续时间

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摘要

Subjective quality assessment is an essential component of modern image and video processing, both for the validation of objective metrics and for the comparison of coding methods. However, the standard procedures used to collect data can be prohibitively time-consuming. One way of increasing the efficiency of data collection is to reduce the duration of test sequences from the 10 second length currently used in most subjective video quality assessment experiments. Here, we explore the impact of reducing sequence length upon perceptual accuracy when identifying compression artefacts. A group of four reference sequences, together with five levels of distortion, are used to compare the subjective ratings of viewers watching videos between 1.5 and 10 seconds long. We identify a smooth function indicating that accuracy increases linearly as the length of the sequences increases from 1.5 seconds to 7 seconds. The accuracy of observers viewing 1.5 second sequences was significantly inferior to those viewing sequences of 5 seconds, 7 seconds and 10 seconds. We argue that sequences between 5 seconds and 10 seconds produce satisfactory levels of accuracy but the practical benefits of acquiring more data lead us to recommend the use of 5 second sequences for future video quality assessment studies that use the DSCQS methodology.
机译:主观质量评估是现代图像和视频处理的重要组成部分,既可以用于客观指标的验证,也可以用于编码方法的比较。但是,用于收集数据的标准过程非常耗时。提高数据收集效率的一种方法是,从目前大多数主观视频质量评估实验中使用的10秒长度减少测试序列的持续时间。在这里,我们探讨了在识别压缩伪影时减少序列长度对感知准确性的影响。一组四个参考序列以及五个失真级别,用于比较观看时间在1.5到10秒之间的观看者的主观评分。我们确定了一个平滑函数,该函数指示精度随着序列长度从1.5秒增加到7秒而线性增加。观看1.5秒序列的观察者的准确性明显低于5秒,7秒和10秒的观察序列。我们认为5秒到10秒之间的序列可产生令人满意的准确度,但是获取更多数据的实际好处使我们建议在将来使用DSCQS方法的视频质量评估研究中使用5秒序列。

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