Robust Watermarking Scheme for NIfTI Medical Images

被引:5
作者
Kumar, Abhishek [1 ,5 ]
Singh, Kamred Udham [2 ]
Kumar, Visvam Devadoss Ambeth [3 ]
Kant, Tapan [4 ]
Saudagar, Abdul Khader Jilani [5 ]
Al Tameem, Abdullah [5 ]
Al Khathami, Mohammed [5 ]
Khan, Muhammad Badruddin [5 ]
Abul Hasanat, Mozaherul Hoque [5 ]
Malik, Khalid Mahmood [6 ]
机构
[1] JAIN Deemed Univ, Sch Comp Sci & IT, Bangalore 560069, Karnataka, India
[2] Natl Cheng Kung Univ, Dept Comp Sci & Informat Engn, Tainan 701, Taiwan
[3] Anna Univ, Dept Comp Sci & Engn, Panimalar Engn Coll, Chennai 600123, Tamil Nadu, India
[4] Patna Womens Coll, Patna 800001, Bihar, India
[5] Imam Mohammad Ibn Saud Islamic Univ IMSIU, Coll Comp & Informat Sci, Informat Syst Dept, Riyadh 11432, Saudi Arabia
[6] Oakland Univ, Dept Comp Sci & Engn, Rochester, MI 48309 USA
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2022年 / 71卷 / 02期
关键词
Watermarking; NIfTI; LWT; QR; image security; DWT;
D O I
10.32604/cmc.2022.022817
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Computed Tomography (CT) scan and Magnetic Resonance Imaging (MRI) technologies are widely used in medical field. Within the last few months, due to the increased use of CT scans, millions of patients have had their CT scans done. So, as a result, images showing the Corona Virus for diagnostic purposes were digitally transmitted over the internet. The major problem for the world health care system is a multitude of attacks that affect copyright protection and other ethical issues as images are transmitted over the internet. As a result, it is important to apply a robust and secure watermarking technique to these images. Notably, watermarking schemes have been developed for various image formats, including .jpg, .bmp, and .png, but their impact on NIfTI (Neuroimaging Informatics Technology Initiative) images is not noteworthy. A watermarking scheme based on the Lifting Wavelet Transform (LWT) and QR factorization is presented in this paper. When LWT and QR are combined, the NIfTI image maintains its inherent sensitivity and mitigates the watermarking scheme's robustness. Multiple watermarks are added to the host image in this approach. Measuring the performance of the graphics card is done by using PSNR, SSIM, Q (a formula which measures image quality), SNR, and Normalized correlation. The watermarking scheme withstands a variety of noise attacks and conversions, including image compression and decompression.
引用
收藏
页码:3107 / 3125
页数:19
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