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Objective Video Quality Method Based on Mutual Information and Human Visual System

机译:基于互信息和人类视觉系统的客观视频质量方法

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摘要

In this paper we present the objective video quality metric based on mutual information and Human Visual System. The calculation of proposed metric consists of two stages. In the first stage of quality evaluation whole original and test sequence are pre-processed by the Human Visual System. In the second stage we calculate mutual information which has been utilized as the quality evaluation criteria. The mutual information was calculated between the frame from original sequence and the corresponding frame from test sequence. For this testing purpose we choose Foreman video at CIF resolution. To prove reliability of our metric were compared it with some commonly used objective methods for measuring the video quality. The results show that presented objective video quality metric based on mutual information and Human Visual System provides relevant results in comparison with results of other objective methods so it is suitable candidate for measuring the video quality.
机译:在本文中,我们提出了基于互信息和人类视觉系统的客观视频质量指标。拟议指标的计算包括两个阶段。在质量评估的第一阶段,完整的原件和测试顺序由人眼系统进行预处理。在第二阶段,我们计算相互信息,这些信息已被用作质量评估标准。计算原始序列的帧与测试序列的对应帧之间的互信息。为此测试,我们选择CIF分辨率的“工头视频”。为了证明我们的度量标准的可靠性,将其与一些用于测量视频质量的常用客观方法进行了比较。结果表明,提出的基于互信息和人类视觉系统的客观视频质量度量与其他客观方法的结果相比,提供了相关的结果,因此它是衡量视频质量的合适候选者。

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