Protecting Medical Images Using a Zero-Watermarking Approach Based on Fractional Racah Moments

被引:0
作者
El-Khanchouli, Karim [1 ]
Mansouri, Hanaa [1 ]
Ghouate, Nawal El [1 ]
Karmouni, Hicham [2 ]
Joudar, Nour-Eddine [3 ]
Sayyouri, Mhamed [1 ]
Askar, S. S. [4 ]
Abouhawwash, Mohamed [5 ,6 ]
机构
[1] Sidi Mohamed Ben Abdellah Univ, Natl Sch Appl Sci, Engn Syst & Applicat Lab, Fes 30050, Morocco
[2] Cadi Ayyad Univ, Natl Sch Appl Sci, Marrakech 40000, Morocco
[3] Sidi Mohamed Ben Abdellah Univ, Dept Math, Modelling & Math Struct Lab, FST, Fes 30050, Morocco
[4] King Saud Univ, Coll Sci, Dept Stat & Operat Res, Riyadh 11451, Saudi Arabia
[5] Michigan State Univ, Dept Anim Sci, E Lansing, MI 48824 USA
[6] Mansoura Univ, Fac Sci, Dept Math, Mansoura 35516, Egypt
来源
IEEE ACCESS | 2025年 / 13卷
关键词
Polynomials; Biomedical imaging; Matrix decomposition; Transforms; Numerical analysis; Linear algebra; Image reconstruction; Feature extraction; Watermarking; Translation; Fractional-order orthogonal moments; geometric attacks; image processing attacks; medical image encryption; Racah orthogonal polynomials; zero-watermarking; FAST COMPUTATION; INVARIANT MOMENTS; FOURIER-TRANSFORM; MEIXNER MOMENTS; CLASSIFICATION; EXTRACTION; SCHEME; SIGNAL; SET;
D O I
10.1109/ACCESS.2025.3532747
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article introduces a new family of orthogonal moments, the fractional Racah moments (FrROMs), developed to meet the demands of copyright protection for medical images, a field requiring robust and secure methods that preserve the integrity of the original image. The FrROMs are derived from a matrix of fractional Racah orthogonal polynomials (FrROPs), which in turn are obtained from the matrix of classical Racah polynomials (ROPs) using the spectral decomposition theorem. To compute the ROPs, we enhanced a method for calculating the initial terms of these polynomials to avoid instability issues associated with higher-order ROPs. Subsequently, the FrROMs are used as descriptors for embedding and extracting a zero-watermark. Experimental results demonstrate that the proposed zero-watermarking scheme efficiently leverages the FrROMs, surpassing classical ROMs in terms of robustness and reconstruction capability. This scheme provides strong protection against various image processing attacks while maintaining the original content intact. Compared to existing methods, it stands out for its enhanced robustness and reliability, making a significant contribution to the secure protection of medical images.
引用
收藏
页码:16978 / 17001
页数:24
相关论文
共 50 条
  • [31] Zero-Watermarking Algorithm for Medical Images Based on Dual-Tree Complex Wavelet Transform and Discrete Cosine Transform
    Liu, Jing
    Li, Jingbing
    Zhang, Kun
    Bhatti, Uzair Aslam
    Ai, Yang
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2019, 9 (01) : 188 - 194
  • [32] Ternary radial harmonic Fourier moments based robust stereo image zero-watermarking algorithm
    Wang, Chunpeng
    Wang, Xingyuan
    Xia, Zhiqiu
    Zhang, Chuan
    INFORMATION SCIENCES, 2019, 470 : 109 - 120
  • [33] Robust Zero-Watermarking Algorithm for Medical Images Using Double-Tree Complex Wavelet Transform and Hessenberg Decomposition
    Huang, Tongyuan
    Xu, Jia
    Yang, Yuling
    Han, Baoru
    MATHEMATICS, 2022, 10 (07)
  • [34] Double Medical Images Zero-Watermarking Algorithm Based on the Chaotic System and Ternary Accurate Polar Complex Exponential Transform
    Bin Ma
    Lili Chang
    Chunpeng Wang
    Jian Li
    Gang Li
    Zhiqiu Xia
    Xingyuan Wang
    Journal of Mathematical Imaging and Vision, 2021, 63 : 1160 - 1178
  • [35] Chaos-based robust method of zero-watermarking for medical signals
    Ali, Zulfiqar
    Imran, Muhammad
    Alsulaiman, Mansour
    Shoaib, Muhammad
    Ullah, Sana
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018, 88 : 400 - 412
  • [36] Zero-watermarking Algorithm for Medical Volume Data Based on Difference Hashing
    Han, Baoru
    Li, Jingbing
    Li, Yujia
    INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2015, 10 (02) : 188 - 199
  • [37] Robust zero-watermarking method for multiple medical images using wavelet fusion and DTCWT-QR
    Yang, Guangyun
    Lu, Xinhui
    Lu, Yu
    Tang, Junlin
    Xiong, Xiangguang
    JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2025, 90
  • [38] Modified Zernike Moments and Its Application in Geometrically Resilient Image Zero-Watermarking
    Hongjiang Wang
    Yan Chen
    Tingting Zhao
    Circuits, Systems, and Signal Processing, 2022, 41 : 6844 - 6861
  • [39] Open Zero-Watermarking Approach to Prevent the Unauthorized Use of Images in Deep Learning
    Downs, Ryan
    Illangovan, Daryl
    Alferez, German H.
    INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 3, INTELLISYS 2024, 2024, 1067 : 395 - 405
  • [40] Robust zero-watermarking scheme using DT CWT and improved differential entropy for color medical images
    Wu, Deyang
    Li, Li
    Wang, Jiayan
    Ma, Penghui
    Wang, Zichi
    Wu, Hanzhou
    JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2023, 35 (08)