用相同的量化参数检测多个H.264/AVC压缩

Zhenzhen Zhang, J. Hou, Yu Zhang, Jingyu Ye, Y. Shi
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引用次数: 9

摘要

多重压缩检测在视频取证中特别重要,因为它揭示了对内容可能的操纵。然而,检测具有相同量化参数(QPs)的多个压缩的方法很少被报道。为了解决这个问题,本研究提出了一种新的方法来检测具有相同QPs的多个H.264/高级视频编码压缩。首先,提出了一种新的集,称为ratio difference set (RDS),它是通过识别量化后的DCT系数来计算的,这些系数的值在重新压缩后会发生变化。然后,从每个视频的RDS中提取一个判别性和固定的统计特征集作为分类的输入。在支持向量机的帮助下,提取的特征集用于将经过两次或两次以上H.264压缩的视频与仅压缩一次的视频进行分类。实验结果表明,该方法对复制移动攻击和删除帧攻击具有较高的分类精度和鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Detecting multiple H.264/AVC compressions with the same quantisation parameters
Multiple-compression detection is of particular importance in video forensics, as it reveals possible manipulations to the content. However, methods for detecting multiple compressions with same quantisation parameters (QPs) are rarely reported. To deal with this issue, a novel method is presented in this study to detect multiple H.264/advanced video coding compressions with the same QPs. First, a new set, named ratio difference set (RDS), is proposed, which is calculated by identifying the quantised DCT coefficients whose values will be changed after re-compression. Then, a discriminative and fixed statistical feature set extracted from RDS of each video is obtained to serve as input for classification. With the aid of support vector machines, the extracted feature set is used to classify the videos that have undergone H.264 compressions twice or more from those compressed just once. Experimental results show that high classification accuracy and robustness against copy-move attack and frame-deletion attack can be achieved with the authors’ proposed method.
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