Information hiding in medical images: a robust medical image watermarking system for E-healthcare

被引:114
|
作者
Parah, Shabir A. [1 ]
Sheikh, Javaid A. [1 ]
Ahad, Farhana [1 ]
Loan, Nazir A. [1 ]
Bhat, G. M. [1 ]
机构
[1] Univ Kashmir, Dept Elect & Instrumentat Technol, Srinagar 190006, Jammu & Kashmir, India
关键词
Region of interest; Region of non interest; Discrete cosine transform; Robustness; DCT;
D O I
10.1007/s11042-015-3127-y
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Electronic transmission of the medical images is one of the primary requirements in a typical Electronic-Healthcare (E-Healthcare) system. However this transmission could be liable to hackers who may modify the whole medical image or only a part of it during transit. To guarantee the integrity of a medical image, digital watermarking is being used. This paper presents two different watermarking algorithms for medical images in transform domain. In first technique, a digital watermark and Electronic Patients Record (EPR) have been embedded in both regions; Region of Interest (ROI) and Region of Non-Interest (RONI). In second technique, Region of Interest (ROI) is kept untouched for tele-diagnosis purpose and Region of Non-Interest (RONI) is used to hide the digital watermark and EPR. In either algorithm 8 x 8 block based Discrete Cosine Transform (DCT) has been used. In each 8 x 8 block two DCT coefficients are selected and their magnitudes are compared for embedding the watermark/EPR. The selected coefficients are modified by using a threshold for embedding bit a '0' or bit '1' of the watermark/EPR. The proposed techniques have been found robust not only to singular attacks but also to hybrid attacks. Comparison results viz-a - viz payload and robustness show that the proposed techniques perform better than some existing state of art techniques. As such the proposed algorithms could be useful for e-healthcare systems.
引用
收藏
页码:10599 / 10633
页数:35
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