Secure Watermarking Scheme for Color DICOM Images in Telemedicine Applications

被引:21
|
作者
Singh, Kamred Udham [1 ]
Abu-Hamatta, Hatem Salem [2 ]
Kumar, Abhishek [3 ]
Singhal, Achintya [4 ]
Rashid, Mamoon [5 ]
Bashir, A. K. [6 ]
机构
[1] Natl Cheng Kung Univ, Dept Comp Sci & Informat Engn, Tainan, Taiwan
[2] Aqaba Univ Coll, Al Balqa Appl Univ, Dept Appl Sci, Aqaba, Jordan
[3] JAIN Univ, School Comp Sci & IT, Bangalore, Karnataka, India
[4] Banaras Hindu Univ, Dept Comp Sci, Varanasi, Uttar Pradesh, India
[5] Vishwakarma Univ, Fac Sci & Technol, Dept Comp Engn, Pune 411048, Maharashtra, India
[6] Manchester Metropolitan Univ, Dept Comp & Math, Manchester, Lancs, England
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2022年 / 70卷 / 02期
关键词
Digital; imaging; medicine; multiresolution; medical image; watermarking; WAVELET TRANSFORM; MEDICAL IMAGE; ROBUST; DWT;
D O I
10.32604/cmc.2022.019302
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Teleradiology plays a vital role in the medical field, which permits transmitting medical and imaging data over a communication network. It ensures data reliability and provides convenient communication for clinical interpretation and diagnostic purposes. The transmission of this medical data over a network raises the problems of legal, ethical issues, privacy, and copyright authenticity. The copyright protection of medical images is a significant issue in the medical field. Watermarking schemes are used to address these issues. A gray-level or binary image is used as a watermark frequently in color image watermarking schemes. In this paper, the authors propose a novel non-blind medical image watermarking scheme based on 2-D Lifting Wavelet Transform (LWT), Multiresolution Singular Value Decomposition (MSVD), and LU factorization to improve the robustness and authenticity of medical images. In this scheme, multiple color watermarks are embedded into the colored DICOM (Digital Imaging and Communications in Medicine) images obtained from Color Doppler images (DICOM format), and the average results achieved by our proposed scheme is 46.84 db for Peak Signal-to-Noise Ratio (PSNR), 37.46 db for Signal-to-Noise Ratio (SNR), 0.99 for Quality of Image and 0.998 for Normalized Correlation for various image processing attacks. These results make our watermarking technique an ideal candidate for medical image watermarking.
引用
收藏
页码:2525 / 2542
页数:18
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