Increasing compression of JPEG images using steganography

Reza Jafari, D. Ziou, A. Mammeri
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引用次数: 8

Abstract

In this paper, we focus on the problem of improving image compression through steganography. Even if the purposes of digital steganography and data compression are by definition contradictory, these techniques might be used jointly to compress and to hide information within the same digital support. A novel image compression scheme, employing steganography to decrease the data file size, is investigated. That is, data compression is performed twice under this point of view. Using at first, the conventional standard JPEG which reduces redundant data, taking advantage of the energy compaction property, and secondly, by means of steganography which embeds some bits-blocks within its subsequent blocks of the same image. The embedded bits do not increase the file size of the compressed image, but as they are taken from and hidden within the image itself, the file size will be further decreased. Experimental results show that this promising technique has a wide potential in image coding.
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使用隐写术增加JPEG图像的压缩
本文主要研究通过隐写技术提高图像压缩的问题。即使数字隐写术和数据压缩的目的在定义上是相互矛盾的,这些技术也可以联合使用,在同一个数字支持中压缩和隐藏信息。研究了一种采用隐写技术减小数据文件大小的图像压缩方案。也就是说,在这种观点下,数据压缩执行了两次。首先采用传统标准JPEG,利用能量压缩特性减少冗余数据;其次采用隐写技术,在同一图像的后续块中嵌入一些位块。嵌入的比特不会增加压缩图像的文件大小,但由于它们是从图像本身提取并隐藏在图像中,因此文件大小将进一步减小。实验结果表明,该技术在图像编码中具有广阔的应用前景。
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