TY - JOUR
T1 - Robust watermarking scheme for nifti medical images
AU - Kumar, Abhishek
AU - Singh, Kamred Udham
AU - Kumar, Visvam Devadoss Ambeth
AU - Kant, Tapan
AU - Saudagar, Abdul Khader Jilani
AU - Al Tameem, Abdullah
AU - Al Khathami, Mohammed
AU - Khan, Muhammad Badruddin
AU - Hasanat, Mozaherul Hoque Abul
AU - Malik, Khalid Mahmood
N1 - Funding Information:
Funding Statement: This work was supported by Deputyship for Research & Innovation, Ministry of Education in Saudi Arabia for funding this research work through the project number 959.
Funding Information:
Acknowledgement: The authors extend their appreciation to the Deputyship for Research & Innovation, Ministry of Education in Saudi Arabia for funding this research work through the project number 959.
Publisher Copyright:
© 2022 Tech Science Press. All rights reserved.
PY - 2022
Y1 - 2022
N2 - 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) andQRfactorization is presented in this paper.When LWT and QR are combined, the NIfTI image maintains its inherent sensitivity andmitigates 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.
AB - 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) andQRfactorization is presented in this paper.When LWT and QR are combined, the NIfTI image maintains its inherent sensitivity andmitigates 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.
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U2 - 10.32604/cmc.2022.022817
DO - 10.32604/cmc.2022.022817
M3 - Article
AN - SCOPUS:85120798621
VL - 71
SP - 3107
EP - 3125
JO - Computers, Materials and Continua
JF - Computers, Materials and Continua
SN - 1546-2218
IS - 2
ER -