基于可逆整数四元数Meixner变换和混合混沌系统的医学图像零水印算法

IF 5.4 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY
Adil Sayyouri , Karim El-khanchouli , Ahmed Bencherqui , Hicham Karmouni , Mhamed Sayyouri , Abderrahim Bourkane , Abdeljabbar Cherkaoui , Doaa Sami Khafaga , Eman Abdullah Aldakheel
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引用次数: 0

摘要

医学图像通常在远程医疗环境中通过不安全的网络传输,因此需要确保数据保密性、完整性和可逆性的技术。为了满足这些要求,我们引入了一种新的可逆的基于整数的变换,称为四元整数可逆梅克纳变换(QIRMT)。该方法能够在保证无损重构(MSE = 0, PSNR =∞)的同时,紧凑准确地表示一维、二维和三维多维数据,从而克服了经典梅克斯纳矩的数值限制。基于QIRMT,我们设计了一种鲁棒的医学图像零水印认证方案。该方法将基于QIRMT的特征提取与基于逻辑正弦映射和广义阿诺德变换的混沌混合系统相结合,在不改变原始图像的情况下保证水印的安全置乱和空间离散。在基准医学图像上的实验结果表明,即使在噪声、JPEG压缩、裁剪和旋转等综合畸变下,该算法对几何和图像处理攻击(误码率<; 0.03; NC > 0.97)也具有很高的鲁棒性。此外,该方案大大缩短了执行时间,优于现有的比较方法。这些结果证实,该方法为保护敏感的医学成像数据提供了可靠、高效和实用的解决方案,符合现代医疗保健和远程医疗系统的严格要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Medical image zero-watermarking algorithm based on a reversible integer quaternionic Meixner transform and a hybrid chaotic system
The protection of medical images, often transmitted over unsecured networks in telemedicine contexts, requires techniques that ensure data confidentiality, integrity, and reversibility. To meet these requirements, we introduce a novel reversible and integer-based transform called the Quaternionic Integer Reversible Meixner Transform (QIRMT). This method enables a compact and accurate representation of multidimensional data 1D, 2D and 3D, while guaranteeing lossless reconstruction (MSE = 0, PSNR = ∞), thereby overcoming the numerical limitations of classical Meixner moments. Based on QIRMT, we have designed a robust zero-watermarking scheme for the authentication of medical images. This approach combines the extraction of features via QIRMT with a chaotic hybrid system by logistic-sine map and a generalized Arnold transform to ensure secure scrambling and spatial dispersion of the watermark-without altering the original image. Experimental results on benchmark medical images demonstrate high robustness against geometric and image processing attacks (BER < 0.03; NC > 0.97), even under combined distortions such as noise, JPEG compression, cropping, and rotation. Moreover, the proposed scheme achieves a significantly reduced execution time, outperforming existing comparative methods. These results confirm that the proposed method offers a reliable, efficient, and practical solution for protecting sensitive medical imaging data, in line with the stringent requirements of modern healthcare and telemedicine systems.
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来源期刊
Engineering Science and Technology-An International Journal-Jestech
Engineering Science and Technology-An International Journal-Jestech Materials Science-Electronic, Optical and Magnetic Materials
CiteScore
11.20
自引率
3.50%
发文量
153
审稿时长
22 days
期刊介绍: Engineering Science and Technology, an International Journal (JESTECH) (formerly Technology), a peer-reviewed quarterly engineering journal, publishes both theoretical and experimental high quality papers of permanent interest, not previously published in journals, in the field of engineering and applied science which aims to promote the theory and practice of technology and engineering. In addition to peer-reviewed original research papers, the Editorial Board welcomes original research reports, state-of-the-art reviews and communications in the broadly defined field of engineering science and technology. The scope of JESTECH includes a wide spectrum of subjects including: -Electrical/Electronics and Computer Engineering (Biomedical Engineering and Instrumentation; Coding, Cryptography, and Information Protection; Communications, Networks, Mobile Computing and Distributed Systems; Compilers and Operating Systems; Computer Architecture, Parallel Processing, and Dependability; Computer Vision and Robotics; Control Theory; Electromagnetic Waves, Microwave Techniques and Antennas; Embedded Systems; Integrated Circuits, VLSI Design, Testing, and CAD; Microelectromechanical Systems; Microelectronics, and Electronic Devices and Circuits; Power, Energy and Energy Conversion Systems; Signal, Image, and Speech Processing) -Mechanical and Civil Engineering (Automotive Technologies; Biomechanics; Construction Materials; Design and Manufacturing; Dynamics and Control; Energy Generation, Utilization, Conversion, and Storage; Fluid Mechanics and Hydraulics; Heat and Mass Transfer; Micro-Nano Sciences; Renewable and Sustainable Energy Technologies; Robotics and Mechatronics; Solid Mechanics and Structure; Thermal Sciences) -Metallurgical and Materials Engineering (Advanced Materials Science; Biomaterials; Ceramic and Inorgnanic Materials; Electronic-Magnetic Materials; Energy and Environment; Materials Characterizastion; Metallurgy; Polymers and Nanocomposites)
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