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

Authors :
Karim El-Khanchouli
Hanaa Mansouri
Nawal El Ghouate
Hicham Karmouni
Nour-Eddine Joudar
Mhamed Sayyouri
S. S. Askar
Mohamed Abouhawwash
Source :
IEEE Access, Vol 13, Pp 16978-17001 (2025)
Publication Year :
2025
Publisher :
IEEE, 2025.

Abstract

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.

Details

Language :
English
ISSN :
21693536
Volume :
13
Database :
Directory of Open Access Journals
Journal :
IEEE Access
Publication Type :
Academic Journal
Accession number :
edsdoj.815fedda91b84c62843bdb3605649a8b
Document Type :
article
Full Text :
https://doi.org/10.1109/ACCESS.2025.3532747