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
相关论文
共 28 条
[1]   An improved DWT-SVD domain watermarking for medical information security [J].
Anand, Ashima ;
Singh, Amit Kumar .
COMPUTER COMMUNICATIONS, 2020, 152 :72-80
[2]   An enhanced hybrid image watermarking scheme for security of medical and non-medical images based on DWT and 2-D SVD [J].
Araghi, Tanya Koohpayeh ;
Abd Manaf, Azizah .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 101 :1223-1246
[3]  
Assini I, 2018, INT J INTELL ENG SYS, V11, P169, DOI DOI 10.22266/ijies2018.0630.18
[4]   Deterministic chaos game: A new fractal based pseudo-random number generator and its cryptographic application [J].
Ayubi, Peyman ;
Setayeshi, Saeed ;
Rahmani, Amir Masoud .
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2020, 52
[5]  
Basheera S, 2011, INT C DIG IM PROC PA
[6]   Improving the management of medical imaging by using robust and secure dual watermarking [J].
Cedillo-Hernandez, M. ;
Cedillo-Hernandez, A. ;
Nakano-Miyatake, M. ;
Perez-Meana, H. .
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2020, 56
[7]   Perceptual hashing for image authentication: A survey [J].
Du, Ling ;
Ho, Anthony T. S. ;
Cong, Runmin .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2020, 81
[8]  
Dubolia R., 2011, 2011 International Conference on Communication Systems and Network Technologies (CSNT), P593, DOI 10.1109/CSNT.2011.127
[9]   Lossless medical image watermarking method based on significant difference of cellular automata transform coefficient [J].
Fan, Tzuo-Yau ;
Chao, Her-Chang ;
Chieu, Bin-Chang .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2019, 70 :174-183
[10]   A robust blind color image watermarking based on Fourier transform domain [J].
Fares, Kahlessenane ;
Amine, Khaldi ;
Salah, Euschi .
OPTIK, 2020, 208