用脑电图分析低质量视频的感知

S. Arndt, Jan-Niklas Antons, R. Schleicher, S. Möller, G. Curio
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引用次数: 31

摘要

视频质量的主观评价主要依赖于意见测试,测试参与者在评级量表上判断感知质量。然而,这些方法提供了有限的洞察质量判断是如何在大脑中形成的。在过去的研究中,我们证明了在纯视频和音频实验中,用脑电图(EEG)等生理测量来补充意见测试的总体可行性。为了使EEG在标准质量评定测试中成为一种可靠的补体测量方法,下一步是在视听领域对该方法进行验证。为此,我们进行了一项使用视听刺激的实验,并在两种模式下对这些刺激进行了降解。我们表明,视频的退化程度越高,P300振幅上升的越早和越高。此外,峰值振幅与视听平均意见得分(MOS)高度相关。
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Perception of low-quality videos analyzed by means of electroencephalography
The subjective evaluation of video quality mostly relies on opinion tests in which test participants judge perceived quality on rating scales. However, these methods provide limited insight how the quality judgments are being formed in the brain. In past studies we showed the general feasibility to complement opinion tests with physiological measures, as the electroencephalography (EEG), for pure video and audio experiments. To establish EEG as a reliable complement measurement method in standard quality rating tests, the next step is to validate the method in the audiovisual domain. For this purpose we conducted an experiment using audiovisual stimuli and degraded these in both modalities. We show that the more degraded a video is the earlier and higher the P300 amplitude is rising. In addition, the peak amplitudes are highly correlated with the audiovisual Mean Opinion Score (MOS).
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