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
相关论文
共 50 条
  • [31] Secure and Robust Dual Watermarking for Western Blot Images
    Singh, Harendra
    Deshmukh, Maroti
    Awasthi, Lalit Kumar
    IETE JOURNAL OF RESEARCH, 2025, 71 (02) : 511 - 522
  • [32] An introduction to watermarking of medical images
    Wojtowicz, Wioletta
    BIO-ALGORITHMS AND MED-SYSTEMS, 2013, 9 (01) : 9 - 16
  • [33] Robust Watermarking Scheme for Multispectral Images Using Discrete Wavelet Transform and Tucker Decomposition
    Fang, Hai
    Zhou, Quan
    Li, Kaijia
    JOURNAL OF COMPUTERS, 2013, 8 (11) : 2844 - 2850
  • [34] Robust Watermarking for Medical Images Based on Arnold Scrambling and DWT-DFT
    SuiMiao
    Li, Jingbing
    Bai, Yong
    Chen, Yen-wei
    2012 7TH INTERNATIONAL CONFERENCE ON COMPUTING AND CONVERGENCE TECHNOLOGY (ICCCT2012), 2012, : 699 - 704
  • [35] Robust watermarking algorithm for medical images based on log-polar transform
    Li, Tianfu
    Li, Jingbing
    Liu, Jing
    Huang, Mengxing
    Chen, Yen-Wei
    Bhatti, Uzair Aslam
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2022, 2022 (01)
  • [36] A Robust Watermarking Scheme for Information Hiding
    Ramani, K.
    Prasad, E. V.
    Varadarajan, S.
    Subramanyam, A.
    ADCOM: 2008 16TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND COMMUNICATIONS, 2008, : 58 - +
  • [37] Image-based decision making for reliable and proper diagnosing in NIFTI format using watermarking
    Kamred Udham Singh
    Akshay Kumar
    Teekam Singh
    Mangey Ram
    Multimedia Tools and Applications, 2022, 81 : 39577 - 39603
  • [38] Medical images, security and watermarking
    Coatrieux, G
    Maître, H
    ANNALS OF TELECOMMUNICATIONS, 2003, 58 (5-6) : 782 - 800
  • [39] Robust and Fragile Watermarking Scheme Based on DCT and Hash Function for Color Satellite Images
    Al-Shehhi, Sultan
    Al-Muhairi, Mohammed
    Abuoeida, Dalia
    Al-Ahmed, Hussain
    Werghi, Naoufel
    Kunhu, Alavi
    2013 SIXTH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE), 2014, : 253 - 258
  • [40] A Robust Hybrid Watermarking Scheme Based on DCT and SVD for Copyright Protection of Stereo Images
    Phuoc-Hung Vo
    Thai-Son Nguyen
    Van-Thanh Huynh
    Thanh-Nghi Do
    2017 4TH NAFOSTED CONFERENCE ON INFORMATION AND COMPUTER SCIENCE (NICS), 2017, : 331 - 335