A new method of reversible data hiding based on compressed gray level histogram shifting

Tanwi Biswas, M. Hasan, Tanoy Debnath
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Abstract

Histogram shifting is one of the most useful techniques of Reversible Data Hiding (RDH). In histogram shifting based data hiding technique, lower distortion and improved capacity can be achieved. In this paper, a new method of reversible data hiding based on compressed gray level histogram shifting has been proposed which provides a high capacity of data hiding and also maintains a good image quality. In the proposed technique of data hiding, the range of the image pixel values is compressed by taking the square root of these pixel values. Considering the rounded pixel values increases the amount of peak pixel and thus also increases the data hiding capacity greatly. After data insertion, pixel values are squared and round values of the pixels are considered to form the image. At the receiver the hidden data is extracted and the actual cover image is regained by following the reverse technique of data insertion. The proposed scheme has been applied to various images to check its generality. The bit-rate and PSNR value obtained by the proposed method have been compared to a reference method and it was found that the proposed method provides a higher capacity than the reference method but PSNR value is a little bit lower in some cases.
一种基于压缩灰度直方图移位的可逆数据隐藏新方法
直方图移位是可逆数据隐藏(RDH)中最有用的技术之一。在基于直方图移位的数据隐藏技术中,可以实现更低的失真和更高的容量。本文提出了一种基于压缩灰度直方图偏移的可逆数据隐藏方法,该方法在保证高数据隐藏容量的同时保持了良好的图像质量。在所提出的数据隐藏技术中,通过对图像像素值取平方根来压缩图像像素值的范围。考虑圆角像素值增加了峰值像素的数量,从而也大大增加了数据隐藏能力。数据插入后,像素值的平方和像素的圆值被认为是形成图像。在接收端,通过反向数据插入技术提取隐藏数据,恢复实际的掩蔽图像。将所提出的方案应用于各种图像,以检验其通用性。将本文方法得到的比特率和PSNR值与参考方法进行了比较,发现本文方法比参考方法提供了更高的容量,但在某些情况下PSNR值略低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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