A DWT based watermarking approach for medical image protection

被引:57
作者
Kahlessenane, Fares [1 ]
Khaldi, Amine [1 ]
Kafi, Redouane [1 ]
Euschi, Salah [1 ]
机构
[1] Univ Kasdi Merbah, Fac Sci & Technol, Comp Sci Dept, Artificial Intelligence & Informat Technol Lab LI, Ouargla 30000, Algeria
关键词
Watermarking; Medical images; Wavelet transform; Blind watermarking; Electronic patient record; JOINT WATERMARKING; JPEG-LS; FRAMEWORK; DOMAIN; ROBUST;
D O I
10.1007/s12652-020-02450-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to contribute to the security of medical image, we present in this paper a blind and robust watermarking technique that allows the integration of the electronic patient's record into a computerized tomography scan. In this approach, a discrete wavelet transform is applied to the image before the integration process, then, a topological reorganization of the coefficients of the LL sub-bands is done by the ZigZag scanning method. The obtained coefficients are then combined to integrate the watermark bits. A hash of the electronic patient record being integrated in the image, the integrity of the watermark can easily be verified. After the evaluation of our approach in terms of invisibility and robustness, the experimental results obtained show that our approach offers excellent imperceptibility (with a PSNR above 70 dB) and very good robustness against several geometric and destructive attacks.
引用
收藏
页码:2931 / 2938
页数:8
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