利用插值和局部色散实现可逆数据隐藏

Md Abdul Wahed, H. Nyeem, Md. Fazla Elahi
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引用次数: 0

摘要

最近的基于插值的可逆数据隐藏(IRDH)方案显示了更高的嵌入容量,然而,它们的嵌入图像质量并不令人印象深刻,特别是对于较大的有效载荷。为了提高嵌入图像的质量,提出了一种改进的局部色散IRDH方案。为了获得较高的嵌入容量,在所有可嵌入位中仅在插值像素中使用基于相关性的嵌入。然后使用局部(即块方向)标准偏差减少嵌入像素与其原始版本之间的误差,以进一步提高嵌入图像质量。由于标准差是由原始像素和它们各自的插值像素在一个块中计算的,改进的嵌入过程保持可逆,以无损地提取嵌入的数据。所有的原始像素也保持完整的原始图像的完美恢复。因此,与最先进的IRDH方案相比,嵌入式图像质量有了显着改善。
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Developing Reversible Data Hiding with Interpolation and Local Dispersion
Recent Interpolation-based Reversible Data Hiding (IRDH) schemes demonstrated significantly higher embedding capacity, however, their embedded image quality is not much impressive, particularly for higher size payload. This paper presents an improved IRDH scheme with local dispersion for better quality embedded image. For high embedding capacity, correlation based embedding is utilized in all embeddable bits only in the interpolated pixels. The error between an embedded pixel and its original version is then reduced using the local (i.e., block-wise) standard deviation to further improve the embedded image quality. Since the standard deviation is computed from the original pixels and their respective interpolated pixels in a block, the improved embedding process remains reversible to losslessly extract the embedded data. All the original pixels are also kept intact for perfect recovery of the original image. A significant improvement in embedded image quality is thus recorded in comparison to the state-of-the-art IRDH schemes.
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