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Detection of double compression in MPEG-4 videos based on block artifact measurement

机译:基于块伪像测量的MPEG-4视频双重压缩检测

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摘要

In this paper, a novel double MPEG-4 compression detection method is proposed based on block artifact measurement. According to the properties of recompressed frames, an adaptive post-filtering technique is used to measure the strength of block artifacts in decompression domain. Then, the measurement of block artifacts is combined with the Variation of Prediction Footprint (VPF) using an adjustive parameter for each frame. This combination aims to enhance the robustness of the measurement sequence against degradations caused by lossy recompression. Finally, a temporal periodic analysis method is applied to the measurement sequence to detect double compression and estimate the size of the original Group of Pictures (GOP). The performance of the proposed method is evaluated on several public-available standard videos compared with several existing algorithms. Experimental results demonstrate the proposed method has better detection capability and estimates original GOP structures more accurately. Besides, the proposed method is more robust against different transcoding processes.
机译:本文提出了一种基于块伪像测量的新型双重MPEG-4压缩检测方法。根据重新压缩帧的性质,使用自适应后滤波技术来测量解压缩域中块伪像的强度。然后,使用每个帧的调整参数,将块伪影的测量值与预测足迹变化量(VPF)组合在一起。这种组合旨在增强测量序列针对由有损再压缩引起的降级的鲁棒性。最后,将时间周期分析方法应用于测量序列以检测双重压缩并估计原始图片组(GOP)的大小。与几种现有算法相比,该方法在几种公众可用的标准视频上的性能得到了评估。实验结果表明,该方法具有更好的检测能力,可以更准确地估计原始GOP结构。此外,所提出的方法针对不同的代码转换过程更加鲁棒。

著录项

  • 来源
    《Neurocomputing》 |2017年第8期|84-96|共13页
  • 作者单位

    Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai, Peoples R China|Natl Engn Lab Informat Content Anal Tech, GT-036001 Shanghai, Peoples R China;

    Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai, Peoples R China|Natl Engn Lab Informat Content Anal Tech, GT-036001 Shanghai, Peoples R China;

    Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai, Peoples R China|Natl Engn Lab Informat Content Anal Tech, GT-036001 Shanghai, Peoples R China;

    Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai, Peoples R China|Natl Engn Lab Informat Content Anal Tech, GT-036001 Shanghai, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Video forensics; MPEG-4; Double compression; GOP estimation; Block artifact;

    机译:视频取证;MPEG-4;双重压缩;GOP估计;块伪影;

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