利用图像去马赛克技术实现具有灰度不变性和可恢复性的彩色图像认证方案

IF 3.8 2区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of Information Security and Applications Pub Date : 2024-10-09 DOI:10.1016/j.jisa.2024.103886
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引用次数: 0

摘要

本文提出了一种新颖的彩色图像可恢复认证方案,它能确保嵌入后灰度值的一致性。在所提出的方案中,彩色图像根据拜尔模式进行子采样,并使用子采样图像的最显著位(MSB)作为恢复码。图像块分为可行和不可行两类。可行的图像块用于嵌入验证码和恢复码,而不可行的图像块只用于嵌入验证码。在图像被篡改的情况下,验证码可用于检测被篡改的区域,而未损坏的恢复码可用于重建子采样图像。去马赛克算法应用于子采样图像,以获得去马赛克图像,然后用于恢复被篡改的区域。实验证明,即使篡改率高达 40%,建议的方案也能生成可接受的图像质量。
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An authentication scheme for color images with grayscale invariance and recoverability using image demosaicing
This paper proposes a novel recoverable authentication scheme for color images that ensures the consistency of grayscale values after embedment. In the proposed scheme, the color image is sub-sampled based on the Bayer pattern, and the most significant bits (MSBs) of the sub-sampled image are used as the recovery codes. Image blocks are divided into two categories, feasible and infeasible. Feasible blocks are utilized for embedding both authentication and recovery codes, whereas infeasible ones are only used for embedding authentication codes. In case of tampering, the authentication codes are employed to detect the tampered regions, and the undamaged recovery codes can be utilized to reconstruct the sub-sampled image. The demosaicing algorithm is applied to the sub-sampled image to obtain the demosaicked image, which is then used to recover the tampered regions. Experiments demonstrate that the proposed scheme yields an acceptable image quality even when the tampering rate is as high as 40 %.
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来源期刊
Journal of Information Security and Applications
Journal of Information Security and Applications Computer Science-Computer Networks and Communications
CiteScore
10.90
自引率
5.40%
发文量
206
审稿时长
56 days
期刊介绍: Journal of Information Security and Applications (JISA) focuses on the original research and practice-driven applications with relevance to information security and applications. JISA provides a common linkage between a vibrant scientific and research community and industry professionals by offering a clear view on modern problems and challenges in information security, as well as identifying promising scientific and "best-practice" solutions. JISA issues offer a balance between original research work and innovative industrial approaches by internationally renowned information security experts and researchers.
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