一种新的低复杂度无参考视频质量预测器

A. Rossholm, B. Lövström
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引用次数: 25

摘要

在移动通信的许多应用和环境中,需要无参考的感知质量测量。本文提出了一种预测若干质量指标的方法,其中预测的输入是通信信道接收端随时可用的参数。由于参数是从编码的视频比特流中提取的,因此该模型可以用于通常由于无法获得参考而难以估计质量的用户场景,例如流媒体视频和移动电视应用。预测器对于PSNR和PEVQ指标都给出了很好的结果。
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A new low complex reference free video quality predictor
In many applications and environments for mobile communication there is a need for reference free perceptual quality measurements. In this paper a method for prediction of a number of quality metrics is proposed, where the input to the prediction is readily available parameters at the receiver side of a communications channel. Since the parameters are extracted from the coded video bit stream the model can be used in user scenarios where it is normally difficult to estimate the quality due to the reference not being available, as in streaming video and mobile TV applications. The predictor turns out to give good results for both the PSNR and the PEVQ metrics.
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