Hybrid SVD-DWT watermarking technique using AES algorithm for medical image safe transfer

Sondes Ajili, Mohamed Ali Hajjaji, A. Mtibaa
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引用次数: 18

Abstract

This manuscript presents a watermarking method based on Discrete Wavelet Transform (DWT) and Singular Value Decomposition (SVD) with the Advanced Encryption Standard (AES) algorithm encryption applied on medical image. The proposed schema will be developed to increase the protection and robustness along with security. In our algorithm, after decomposing the original image into four sub-bands in the second level of the DWT, we apply the SVD transform to the high band, and embed the binary watermark (patient's data) by changing the singular values. For enhance robustness, AES encryption algorithm are used. After application various type of attacks (JPEG compression, median filter, Salt and pepper, and cropping), we used the serial turbo code in order to control identification and, if possible, correct the watermark, Experiments and analysis results demonstrated that low distortion and increased robustness have been made in the process of watermarking, simultaneously, elevated security has been proved in the encryption phase. The evaluation studies are applied on MRI medical image.
基于AES算法的混合SVD-DWT水印技术用于医学图像安全传输
本文提出了一种基于离散小波变换(DWT)和奇异值分解(SVD)和高级加密标准(AES)加密算法的医学图像水印方法。将开发提议的模式以增加保护和健壮性以及安全性。在该算法中,我们将原始图像在小波变换的第二级分解为4个子波段,在高波段进行SVD变换,通过改变奇异值嵌入二值水印(患者数据)。为了提高鲁棒性,采用AES加密算法。在应用了各种类型的攻击(JPEG压缩、中值滤波、Salt and pepper和裁剪)之后,我们使用串行turbo码来控制识别,并在可能的情况下对水印进行校正,实验和分析结果表明,在水印过程中具有低失真和增强鲁棒性,同时在加密阶段证明了更高的安全性。将评价研究应用于MRI医学图像。
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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