SDTV Quality Assessment Using Energy Distribution of DCT Coefficients

Young-Jung Choi, Ha-Joong Park, Xingang Liu, Kook-Yeol Yoo, Ho-Youl Jung
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引用次数: 2

Abstract

The VQM (Video Quality Measurement) scheme is a methodology that measures the difference of quality between the distorted video signal and the reference video signal. In this paper, we propose a novel video quality measurement method that extracts features in DCT (Discrete Cosine Transform) domain of H.263 SDTV. Main idea of the proposed method is to utilize the texture pattern and edge oriented information that is generated in DCT domain. For this purpose, the energy distribution of the reodered DCT coefficients is considered to obtain unique information of each video file. Then, we measure the difference of probability distribution of context information between original video and distorded one. The simulation results show that the proposed algorithm can represent correctly the video quality and give a high correlation with the video DMOS.
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基于DCT系数能量分布的SDTV质量评价
视频质量测量(VQM)方案是一种测量失真视频信号与参考视频信号质量差的方法。本文提出了一种基于离散余弦变换(DCT)域特征提取的H.263 SDTV视频质量测量方法。该方法的主要思想是利用在DCT域中生成的纹理图案和边缘定向信息。为此,考虑重排序DCT系数的能量分布,以获得每个视频文件的唯一信息。然后,我们测量了原始视频和失真视频之间上下文信息概率分布的差异。仿真结果表明,该算法能较好地表征视频质量,并与视频DMOS具有较高的相关性。
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