MPEG-2和H.264/AVC解码视频的盲GOP结构分析

Gilbert Yammine, Eugen Wige, André Kaup
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引用次数: 10

摘要

在本文中,我们提供了一种简单的方法来分析MPEG-2或H.264/AVC解码视频的GOP结构,而无需访问比特流。对解码帧进行噪声估计,并测量不同I-, P-和b帧中的噪声方差。经过编码处理后,视频序列中的噪声方差呈周期性变化,有利于GOP周期的提取,也有利于帧类型的提取。该算法可以与其他算法一起盲目分析视频序列的编码历史。该方法已在几种MPEG-2 DVB和DVD流以及H.264/AVC编码序列上进行了测试,并在两种情况下都显示出成功的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Blind GOP structure analysis of MPEG-2 and H.264/AVC decoded video
In this paper, we provide a simple method for analyzing the GOP structure of an MPEG-2 or H.264/AVC decoded video without having access to the bitstream. Noise estimation is applied on the decoded frames and the variance of the noise in the different I-, P-, and B-frames is measured. After the encoding process, the noise variance in the video sequence shows a periodic pattern, which helps in the extraction of the GOP period, as well as the type of frames. This algorithm can be used along with other algorithms to blindly analyze the encoding history of a video sequence. The method has been tested on several MPEG-2 DVB and DVD streams, as well as on H.264/AVC encoded sequences, and shows successful results in both cases.
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