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Robust SVD-based schemes for medical image watermarking

机译:基于鲁棒的SVD的医学图像水印方案

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摘要

Nowadays, several information security issues can compromise the medical images administration. The source and origin of the medical image must be authenticated to verify that it corresponds to the right patient. A second issue is to avoid detachment between an electronic medical record and the corresponding images. One possible solution is the use of digital watermarking techniques applied to medical images, considering the imperceptibility and robustness requirements of the medical imaging watermarking. To increase the security of medical image sharing and transfer, we present in this work a watermarking approach to protect medical images. This innovative approach consists precisely of carefully inserting hospital signature information and patient data into the medical image. The ambitious goal of our work is to properly integrate the watermark with as little distortion as possible to typically retain the medical information in the image. In this flexible approach DWT decomposition is applied to the image which allows a remarkably satisfactory adjustment during the insertion. An SVD is then applied to the three subbands LL, LH and HL, which allows retaining the maximum energy of the image in a necessary minimum of singular values. A possible combination of the three resulting singular value matrices is then performed for watermark integration. A possible combination of the three resulting singular value matrices is then performed for watermark integration. The proposed approach ensures information integrity, patient confidentiality when sharing data, and robustness to several conventional attacks.
机译:如今,若干信息安全问题可以危及医学图像管理。必须验证医学图像的源和原点以验证它是否对应于右侧患者。第二个问题是避免电子医疗记录与相应图像之间的脱离。一种可能的解决方案是使用数字水印技术应用于医学图像,考虑到医学成像水印的难忘性和稳健性要求。为了提高医学图像共享和转移的安全,我们在这项工作中存在保护医学图像的水印方法。这种创新方法可以精确地将医院签名信息和患者数据仔细插入医学图像。我们作品的雄心勃勃的目标是正确地整合水印,尽可能少地扭曲,以便通常保留图像中的医疗信息。在该柔性方法中,DWT分解应用于图像,该图像允许在插入期间进行显着令人满意的调整。然后将SVD应用于三个子带LL,LH和HL,这允许在必要的最小值中保持图像的最大能量。然后对三个产生的奇异值矩阵的可能组合进行水印集成。然后对三个产生的奇异值矩阵的可能组合进行水印集成。所提出的方法确保信息完整性,在分享数据时的保密性,以及对几种传统攻击的鲁棒性。

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