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Video Steganography Based on Optimized Motion Estimation Perturbation

机译:基于最佳运动估计摄动的视频隐写术

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摘要

In this paper, a novel motion vector-based video stegano-graphic scheme is proposed, which is capable of withstanding the current best statistical detection method. With this scheme, secret message bits are embedded into motion vector (MV) values by slightly perturbing their motion estimation (ME) processes. In general, two measures are taken for steganographic security (statistical undetectability) enhancement. First, the ME perturbations are optimized ensuring the modified MVs are still local optimal, which essentially makes targeted detectors ineffective. Secondly, to minimize the overall embedding impact under a given relative payload, a double-layered coding structure is used to control the ME perturbations. Experimental results demonstrate that the proposed scheme achieves a much higher level of security compared with other existing MV-based approaches. Meanwhile, the reconstructed visual quality and the coding efficiency are slightly affected as well.
机译:本文提出了一种新颖的基于运动矢量的视频隐写方法,该方法能够承受目前最好的统计检测方法。通过这种方案,秘密消息位通过稍微扰动它们的运动估计(ME)过程而被嵌入到运动矢量(MV)值中。通常,采取了两种措施来提高隐写安全性(统计不可检测性)。首先,对ME扰动进行了优化,以确保修改后的MV仍然是局部最优的,这实际上使目标探测器无效。其次,为了最小化在给定相对有效载荷下的整体嵌入影响,使用双层编码结构来控制ME扰动。实验结果表明,与其他现有的基于MV的方法相比,该方案可实现更高的安全性。同时,重建的视觉质量和编码效率也受到轻微影响。

著录项

  • 来源
  • 会议地点 Portland OR(US)
  • 作者单位

    State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100093, China;

    State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100093, China;

    State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100093, China;

    State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100093, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Information hiding; video; steganography; H.264/AVC; motion estimation;

    机译:信息隐藏;视频;隐写术H.264 / AVC;运动估计;

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