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Adaptive local complexity controlled data hiding method considering the human visual sensitivity

机译:考虑人类视觉敏感度的自适应局部复杂度控制数据隐藏方法

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This paper proposes a human visual system based data hiding method with the consideration of the local complexity in images. It is known that human vision is more sensitive to the changes in smooth area than that of complex area, we embed less data into blocks with low complexity and embed more data into blocks with rich texture. We use the modified diamond encoding (MDE) as the embedding technique, and employ a sophisticated pixel pair adjustment process to maintain the complexity consistency of blocks before and after embedding data bits. Since the proposed method is robust to LSB-based steganalysis, it is more secure than other existing methods using the LSB replacement as their embedding technique. The experimental results revealed that the proposed method not only offers a better embedding performance, but is also secure under the attack of the LSB based steganalysis tools.
机译:考虑到图像的局部复杂性,提出了一种基于人类视觉系统的数据隐藏方法。众所周知,人类视觉对平滑区域的变化比复杂区域更敏感,我们将较少的数据嵌入到复杂度较低的块中,而将更多的数据嵌入到纹理丰富的块中。我们使用改进的菱形编码(MDE)作为嵌入技术,并采用复杂的像素对调整过程来保持嵌入数据位前后块的复杂性一致性。由于所提出的方法对基于LSB的隐写分析具有鲁棒性,因此它比使用LSB替代作为其嵌入技术的其他现有方法更为安全。实验结果表明,该方法不仅提供了更好的嵌入性能,而且在基于LSB的隐写分析工具的攻击下也是安全的。

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