HDR视频编码技术的主客观评价

Philippe Hanhart, M. Rerábek, T. Ebrahimi
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引用次数: 19

摘要

本文报道了对高动态范围(HDR)和宽色域视频编码的MPEG证据征集(CfE)响应进行主观和客观质量评估的细节和结果。五个HDR视频内容,由每个响应CfE的支持者以4比特率压缩,用于主观评估。为了能够评估客观质量指标的表现,使用双刺激损伤量表(DSIS)方法进行主观评估,而不是之前发表的配对比较锚。主观结果表明,在感知质量方面,编码效率可以以统计上显著的方式优于HEVC锚点。然而,与配对比较相比,由于DSIS方法的判别能力较低,因此观察到的统计学差异较小。收集的主观得分被用作基准,并分析客观指标的表现。结果表明,HDR-VDP-2和PQ2VIFP与主观评分的相关性最高,优于其他调查指标。
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Subjective and objective evaluation of HDR video coding technologies
This paper reports the details and results of a subjective and objective quality evaluation assessing responses to an MPEG call for evidence (CfE) on high dynamic range (HDR) and wide color gamut video coding. Five HDR video contents, compressed at four bit rates by each proponent responding to the CfE, were used in the subjective assessments. To be able to evaluate the performance of objective quality metrics, the double stimulus impairment scale (DSIS) method was used for subjective assessments instead of previously published paired comparison to an anchor. Subjective results show evidence that coding efficiency can be improved in a statistically noticeable way over the HEVC anchor in terms of perceived quality. However, when compared to paired comparison, less statistically significant differences are observed because of the lower discrimination power of the DSIS method. The collected subjective scores were used as a ground truth to benchmark and analyze the performance of objective metrics. Results show that HDR-VDP-2 and PQ2VIFP have the highest correlation with subjective scores and outperform other investigated metrics.
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