Image Hiding Using QR Factorization And Discrete Wavelet Transform Techniques

Howida A. Shedeed, H. M. Ebied, Berry-Maryam Al, Ahmed El
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Abstract

Steganography is one of the most important tools in the data security field as there is a huge amount of data transferred each moment over the internet. Hiding secret messages in an image has been widely used because the images are mostly used in social media applications. The proposed algorithm is a simple algorithm for hiding an image in another image. The proposed technique uses QR factorization to conceal the secret image. The technique successfully hid a gray and color image in another one and the performance of the algorithm was measured by PSNR, SSIM and NCC. The PSNR for the cover image was in the range of 41 to 51 dB. DWT was added to increase the security of the method and this enhanced technique increased the cover PSNR to 48 t0 56 dB. The SSIM is 100% and the NCC is 1 for both implementations. Which improves that the imperceptibility of the algorithm is very high. The comparative analysis showed that the performance of the algorithm is better than other state-of-the-art algorithms
基于QR分解和离散小波变换技术的图像隐藏
隐写术是数据安全领域最重要的工具之一,因为互联网上每时每刻都有大量的数据传输。在图片中隐藏秘密信息已经被广泛使用,因为这些图片主要用于社交媒体应用程序。该算法是一种简单的图像隐藏算法。该方法利用QR分解来隐藏秘密图像。该技术成功地将一幅灰度和彩色图像隐藏在另一幅图像中,并通过PSNR、SSIM和NCC对算法的性能进行了测试。封面图像的PSNR在41 ~ 51 dB之间。增加了DWT以提高方法的安全性,这种增强的技术将覆盖PSNR提高到48到56 dB。这两种实现的SSIM为100%,NCC为1。这提高了算法的隐蔽性。对比分析表明,该算法的性能优于其他先进算法
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