Suppr超能文献

一种基于纹理量化的新型可逆多重数字水印方案应用于健康信息系统。

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

机构信息

Pune Institute of Computer Technology, Sr. No 27, Pune-Satara Road, Behind Bharati Vidyapeeth, Dhankawadi, Pune, Maharashtra, 411043, India.

出版信息

J Digit Imaging. 2018 Apr;31(2):167-177. doi: 10.1007/s10278-017-0024-0.

Abstract

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.

摘要

最近信息和通信技术的创新极大地改变了健康信息系统 (HIS) 的全景。这些进步为处理、处理和共享医学图像提供了新的手段,并提高了医学图像在保密性、可靠性和完整性方面的安全性问题。数字水印已经成为一个新时代,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位置的重要特征,这进一步导致稳健性的大幅提高。然而,从数字水印的角度来看,在已报道的文献中,这个特征并没有受到太多关注。本文利用图像的纹理特性,提出了一种新的基于混合纹理量化的可逆多重水印方法。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) 来评估水印图像的质量,所得结果优于最先进的方法。该算法已经在各种医学成像模式(CT、MRA、MRI、US)上进行了评估,并考虑了包括 JPEG 压缩在内的各种图像处理攻击,验证了其稳健性。该方案通过重复嵌入 BCH 编码水印和 ADM 加密 ECG 信号提供了额外的安全性。实验结果实现了最大 22616 位的隐藏容量,PSNR 为 53.64dB。

相似文献

2
A Novel Reversible Multiple Medical Image Watermarking for Health Information System.
J Med Syst. 2016 Dec;40(12):269. doi: 10.1007/s10916-016-0608-0. Epub 2016 Oct 14.
3
A contextual based double watermarking of PET images by patient ID and ECG signal.
Comput Methods Programs Biomed. 2011 Dec;104(3):418-25. doi: 10.1016/j.cmpb.2010.08.016. Epub 2010 Oct 8.
4
Imperceptible reversible watermarking of radiographic images based on quantum noise masking.
Comput Methods Programs Biomed. 2018 Jul;160:119-128. doi: 10.1016/j.cmpb.2018.03.011. Epub 2018 Mar 21.
5
A SURF and SVD-based robust zero-watermarking for medical image integrity.
PLoS One. 2024 Sep 12;19(9):e0307619. doi: 10.1371/journal.pone.0307619. eCollection 2024.
6
Half Difference Expansion Based Reversible Data Hiding Scheme for Medical Image Forensics.
Curr Med Imaging. 2020;16(4):383-396. doi: 10.2174/1573405614666180903120018.
7
A joint encryption/watermarking algorithm for verifying the reliability of medical images: application to echographic images.
Comput Methods Programs Biomed. 2012 Apr;106(1):47-54. doi: 10.1016/j.cmpb.2011.09.015. Epub 2011 Nov 4.
8
A dual adaptive watermarking scheme in contourlet domain for DICOM images.
Biomed Eng Online. 2011 Jun 17;10:53. doi: 10.1186/1475-925X-10-53.
9
A joint encryption/watermarking system for verifying the reliability of medical images.
IEEE Trans Inf Technol Biomed. 2012 Sep;16(5):891-9. doi: 10.1109/TITB.2012.2207730. Epub 2012 Jul 10.

本文引用的文献

1
Authentication and recovery of medical diagnostic image using dual reversible digital watermarking.
J Nanosci Nanotechnol. 2013 Mar;13(3):2099-107. doi: 10.1166/jnn.2013.6872.
2
A review of medical image watermarking requirements for teleradiology.
J Digit Imaging. 2013 Apr;26(2):326-43. doi: 10.1007/s10278-012-9527-x.
3
Effective management of medical information through a novel blind watermarking technique.
J Med Syst. 2012 Oct;36(5):3339-51. doi: 10.1007/s10916-012-9827-1. Epub 2012 Feb 12.
4
A contextual based double watermarking of PET images by patient ID and ECG signal.
Comput Methods Programs Biomed. 2011 Dec;104(3):418-25. doi: 10.1016/j.cmpb.2010.08.016. Epub 2010 Oct 8.
6
Wavelet-based digital image watermarking.
Opt Express. 1998 Dec 7;3(12):491-6. doi: 10.1364/oe.3.000491.
7
Image compression using the 2-D wavelet transform.
IEEE Trans Image Process. 1992;1(2):244-50. doi: 10.1109/83.136601.
8
Digital watermarking in telemedicine applications--towards enhanced data security and accessibility.
Conf Proc IEEE Eng Med Biol Soc. 2006;2006:6328-31. doi: 10.1109/IEMBS.2006.260283.
9
A novel blind watermarking of ECG signals on medical images using EZW algorithm.
Conf Proc IEEE Eng Med Biol Soc. 2006;2006:3274-7. doi: 10.1109/IEMBS.2006.259603.
10
Medical image watermarking with tamper detection and recovery.
Conf Proc IEEE Eng Med Biol Soc. 2006;2006:3270-3. doi: 10.1109/IEMBS.2006.260767.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验