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Secured Telemedicine Using Region-Based Watermarking with Tamper Localization

机译:使用具有篡改定位的基于区域的水印技术来保护远程医疗

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摘要

Medical images exchanged over public networks require a methodology to provide confidentiality for the image, authenticity of the image ownership and source of origin, and image integrity verification. To provide these three security requirements, we propose in this paper a region-based algorithm based on multiple watermarking in the frequency and spatial domains. Confidentiality and authenticity are provided by embedding robust watermarks in the region-of-non-interest (RONI) of the image using a blind scheme in the discrete wavelet transform and singular value decomposition domain (DWT-SVD). On the other hand, integrity is provided by embedding local fragile watermarks in the region-of-interest (ROI) of the image using a reversible scheme in the spatial domain. The integrity provided by the proposed algorithm is implemented on a block-level of the partitioned-image, thus enabling localized detection of tampered regions. The algorithm was evaluated with respect to imperceptibility, robustness, capacity, and tamper localization capability, using MRI, Ultrasound, and X-ray gray-scale medical images. Performance results demonstrate the effectiveness of the proposed algorithm in providing the required security services for telemedicine applications.
机译:通过公共网络交换的医学图像需要一种方法来提供图像的机密性,图像所有权和来源的真实性以及图像完整性验证。为了提供这三个安全要求,我们在本文中提出了一种基于频域和空间域中基于多个水印的基于区域的算法。通过在离散小波变换和奇异值分解域(DWT-SVD)中使用盲目方案,将鲁棒水印嵌入图像的非感兴趣区域(RONI)中,可以提供机密性和真实性。另一方面,通过使用空间域中的可逆方案将局部脆弱水印嵌入图像的感兴趣区域(ROI)中,可以提供完整性。所提出的算法提供的完整性是在分区图像的块级别上实现的,因此可以对篡改区域进行局部检测。使用MRI,超声和X射线灰度医学图像,对算法的不可感知性,鲁棒性,容量和篡改定位能力进行了评估。性能结果证明了该算法在为远程医疗应用提供所需安全服务方面的有效性。

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