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A novel VQ-based reversible data hiding scheme by using hybrid encoding strategies

机译:混合编码策略的新型基于VQ的可逆数据隐藏方案

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摘要

Reversible data hiding is a special algorithm that not only guarantees the confidential data will be extracted accurately but also allows the original cover image to be reconstructed without distortion after the confidential data are completely extracted. This paper proposes a new index compression and reversible data hiding scheme based on side-match vector quantization (SMVQ) and search order coding (SOC). In this proposed scheme, the confidential data are embedded into the transformed index table of a cover image. During the extracting phase, simple steps are employed to extract the confidential data and reconstruct the original cover image. The experimental results show that with a codebook size of 256, the average compression rate of the proposed scheme is 0.325 bpp, which is superior to that of the methods proposed by Chen and Huang (0.426 bpp) and Chang et al. (0.429 bpp). Additionally, the embedding and extracting times of our scheme are 5.491 s and 0.352 s, respectively, demonstrating that the execution time of the proposed scheme is much faster than that of the methods of Chen and Huang and Chang et al. Moreover, our scheme achieves better performance than other selected reversible data hiding schemes with respect to the data embedding and data compression rates.
机译:可逆数据隐藏是一种特殊的算法,不仅可以确保准确提取机密数据,而且还可以在完全提取机密数据后重建原始封面图像而不会变形。本文提出了一种基于边匹配矢量量化(SMVQ)和搜索顺序编码(SOC)的索引压缩和可逆数据隐藏方案。在该提议的方案中,机密数据被嵌入到封面图像的变换索引表中。在提取阶段,采用简单的步骤来提取机密数据并重建原始封面图像。实验结果表明,在码本大小为256的情况下,该方案的平均压缩率为0.325 bpp,优于Chen和Huang(0.426 bpp)以及Chang等人提出的方法。 (0.429 bpp)。另外,该方案的嵌入和提取时间分别为5.491 s和0.352 s,表明该方案的执行时间比Chen和Huang和Chang等人的方法要快得多。而且,就数据嵌入和数据压缩率而言,我们的方案比其他选择的可逆数据隐藏方案具有更好的性能。

著录项

  • 来源
    《The Journal of Systems and Software》 |2013年第2期|389-402|共14页
  • 作者单位

    Department of Information Engineering and Computer Science, Feng Chia University, Taichung 40724, Taiwan, ROC,Department of Biomedical Imaging and Radiological Science, China Medical University, Taichung 40402, Taiwan, ROC,Department of Computer Science and Information Engineering, Asia University, Taichung 41354, Taiwan;

    Department of Information Engineering and Computer Science, Feng Chia University, Taichung 40724, Taiwan, ROC;

    Department of Computer Science and Information Management, Providence University, No. 200 Chung-chi Rd., Taichung 43301, Taiwan, ROC;

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

    VQ; image compression; SOC; SMVQ; lossless compression; reversible data hiding;

    机译:VQ;图像压缩SOC;SMVQ;无损压缩;可逆数据隐藏;

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