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A Novel Texture-Quantization-Based Reversible Multiple Watermarking Scheme Applied to Health Information System

机译:一种基于纹理量化的可逆多重水印方案在健康信息系统中的应用

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摘要

The recent innovations in information and communication technologies have appreciably changed the panorama of health information system (HIS). These advances provide new means to process, handle, and share medical images and also augment the medical image security issues in terms of confidentiality, reliability, and integrity. Digital watermarking has emerged as new era that offers acceptable solutions to the security issues in HIS. Texture is a significant feature to detect the embedding sites in an image, which further leads to substantial improvement in the robustness. However, considering the perspective of digital watermarking, this feature has received meager attention in the reported literature. This paper exploits the texture property of an image and presents a novel hybrid texture-quantization-based approach for reversible multiple watermarking. The watermarked image quality has been accessed by peak signal to noise ratio (PSNR), structural similarity measure (SSIM), and universal image quality index (UIQI), and the obtained results are superior to the state-of-the-art methods. The algorithm has been evaluated on a variety of medical imaging modalities (CT, MRA, MRI, US) and robustness has been verified, considering various image processing attacks including JPEG compression. The proposed scheme offers additional security using repetitive embedding of BCH encoded watermarks and ADM encrypted ECG signal. Experimental results achieved a maximum of 22,616 bits hiding capacity with PSNR of 53.64 dB.
机译:信息和通信技术的最新创新已明显改变了健康信息系统(HIS)的全景。这些进步提供了处理,处理和共享医学图像的新方法,并且在机密性,可靠性和完整性方面也增加了医学图像的安全性问题。数字水印已成为一个新时代,它为HIS中的安全问题提供了可接受的解决方案。纹理是检测图像中嵌入点的重要功能,这进一步导致了鲁棒性的显着提高。但是,考虑到数字水印的观点,该功能在报道的文献中受到了很少的关注。本文利用图像的纹理特性,提出了一种基于混合纹理量化的可逆多水印新方法。通过峰值信噪比(PSNR),结构相似性度量(SSIM)和通用图像质量指数(UIQI)可以访问带有水印的图像质量,并且获得的结果优于最新方法。该算法已在多种医学成像模式(CT,MRA,MRI,US)上进行了评估,并且考虑到包括JPEG压缩在内的各种图像处理攻击,已经验证了鲁棒性。所提出的方案使用BCH编码的水印和ADM加密的ECG信号的重复嵌入来提供额外的安全性。实验结果实现了最大22,616位的隐藏容量,PSNR为53.64 dB。

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