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Efficient reversible data hiding multimedia technique based on smart image interpolation

机译:基于智能图像插值的高效可逆数据隐藏多媒体技术

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摘要

Reversible data hiding (RDH) within images is the process of securing data into cover images without degradation. Its challenge is to hide a large payload while taking into account the human visual system so that the distortion of the stego-image is negligible. It is highly desired for the images that have special requirements like the ones in the medical and military fields where the original images are required to be regenerated with no loss after extracting the data. In this paper, we propose an interpolation-based RDH (IRDH) scheme that improves Lee and Huang's scheme and Malik et al.'s scheme by combining their embedding techniques along with the optimal pixel adjustment process (OPAP) in a way that increases the embedding capacity and the visual quality of both the schemes. In this presented scheme, we start by stretching the size of the original image using the existing enhanced neighbor mean interpolation (ENMI) interpolation technique then the data is embedded into the interpolated pixels using our novel embedding method that depends on the intensity of the pixels and the maximized difference values. This innovative scheme presented all steps covering generation of the interpolated image, data embedding, data extraction and image recovery, making it in testing situation to be compared fairly with others. The experimental results demonstrate that the achieved embedding capacity by our hiding technique is more than 537 Kb for all the test images. Also, the experiments show that our proposed scheme has the highest embedding capacity among five current schemes which are Jung and Yoo's scheme, Lee and Huang's scheme, Chang et al.'s scheme, Zhang et al.'s scheme and Malik et al.'s scheme with attractive image security quality.
机译:图像内的可逆数据隐藏(RDH)是将数据固定到覆盖图像中而不会降解的过程。其挑战是隐藏大量有效载荷,同时考虑到人类视觉系统,使得STEGO图像的失真可以忽略不计。对于在提取数据后不需要再生原始图像的医疗和军事领域中具有特殊要求的图像非常需要,这些图像具有在原始图像中被要求再生。在本文中,我们提出了一种基于插值的RDH(IRDH)方案,该方案通过将它们的嵌入技术与最佳像素调整过程(OPAP)相结合,改善了Lee和Huang的计划和Malik等人的方案。嵌入容量和两种方案的视觉质量。在该方案中,我们首先使用现有的增强型邻居平均插值(ENMI)插值技术开始延伸原始图像的大小,然后使用我们的新型嵌入方法嵌入到内插像素中,这取决于像素的强度和最大化的差值。这种创新方案介绍了覆盖了内插图像,数据嵌入,数据提取和图像恢复的所有步骤,使其在测试情况下与他人相当比较。实验结果表明,所有测试图像的隐藏技术所实现的嵌入能力超过537 kB。此外,实验表明,我们的拟议计划具有最高的嵌入能力,包括Jung and Yoo的计划,李和黄的计划,李和黄的计划,张等人。的计划,张等人。的计划和Malik等。有吸引力的图像安全质量的计划。

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