Secure and Imperceptible Frequency-Based Watermarking for Medical Images

被引:2
作者
Naima, Saadaoui [1 ]
Boukhamla, Akram Zine Eddine [1 ]
Narima, Zermi [2 ]
Amine, Khaldi [1 ]
Redouane, Kafi Med [3 ]
Sahu, Aditya Kumar [4 ]
机构
[1] Univ Kasdi Merbah, Fac Sci & Technol, Comp Sci Dept, Artificial Intelligence & Informat Technol Lab LIN, Ouargla 30000, Algeria
[2] Badji Mokhtar Annaba Univ, Fac Engn Sci, Elect Dept, Labs Automat & Signals Annaba LASA, Annaba 23000, Algeria
[3] Univ Kasdi Merbah, Fac Sci & Technol, Dept Elect, Elect Engn Lab, Ouargla 30000, Algeria
[4] Amrita Vishwa Vidyapeetham, Amrita Sch Comp, Amaravati 522503, Andhra Pradesh, India
关键词
Medical image; Watermarking; Fractional discrete cosine transform; Radon transform; Schur decomposition;
D O I
10.1007/s00034-024-02814-y
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Medical image security is a critical concern in the healthcare domain, and various watermarking techniques have been explored to embed imperceptible and secure data within medical images. This paper introduces an innovative frequency-based watermarking technique for medical images, utilizing the Fractional Discrete Cosine Transform (FDCT) and Schur decomposition to ensure robust and secure watermark embedding. The watermark bits are integrated by modulating the obtained Schur coefficients, thereby ensuring robust and secure watermarking without significantly altering the visual quality of the medical images. The experiments conducted on the ocular database demonstrate the capacity, imperceptibility, and robustness of the proposed method. This approach achieved a favorable trade-off between imperceptibility and information embedding capacity for ensuring the authenticity and integrity of medical images during transmission.
引用
收藏
页码:196 / 217
页数:22
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