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Wavelet Packets-Based Blind Watermarking for Medical Image Management

机译:基于小波包的医学图像管理盲水印

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摘要

The last decade has witnessed an explosive use of medical images and Electronics Patient Record (EPR) in the healthcare sector for facilitating the sharing of patient information and exchange between networked hospitals and healthcare centers. To guarantee the security, authenticity and management of medical images and information through storage and distribution, the watermarking techniques are growing to protect the medical healthcare information. This paper presents a technique for embedding the EPR information in the medical image to save storage space and transmission overheads and to guarantee security of the shared data. In this paper a new method for protecting the patient information in which the information is embedded as a watermark in the discrete wavelet packet transform (DWPT) of the medical image using the hospital logo as a reference image. The patient information is coded by an error correcting code (ECC), BCH code, to enhance the robustness of the proposed method. The scheme is blind so that the EPR can be extracted from the medical image without the need of the original image. Therefore, this proposed technique is useful in telemedicine applications. Performance of the proposed method was tested using four modalities of medical images; MRA, MRI, Radiological, and CT. Experimental results showed no visible difference between the watermarked and the original image. Moreover, the proposed watermarking method is robust against a wide range of attacks such as JPEG coding, Gaussian noise addition, histogram equalization, gamma correction, contrast adjustment, and sharpen filter and rotation.
机译:过去十年见证了医疗图像在医疗领域的爆炸性使用,以促进患者信息的共享以及网络医院和医疗中心之间的交流。为了通过存储和分发来保证医学图像和信息的安全性,真实性和管理性,加水印技术正在发展以保护医学保健信息。本文提出了一种在医学图像中嵌入EPR信息的技术,以节省存储空间和传输开销,并确保共享数据的安全性。本文提出了一种新的保护患者信息的方法,其中将信息作为水印嵌入到以医院徽标作为参考图像的医学图像的离散小波包变换(DWPT)中。通过纠错码(ECC)BCH码对患者信息进行编码,以增强所提出方法的鲁棒性。该方案是盲目的,因此可以从医学图像中提取EPR,而无需原始图像。因此,此提议的技术在远程医疗应用中很有用。使用医学图像的四种方式测试了该方法的性能。 MRA,MRI,放射学和CT。实验结果表明,在水印和原始图像之间没有可见的差异。而且,所提出的水印方法对于诸如JPEG编码,高斯噪声相加,直方图均衡,伽马校正,对比度调整以及锐化滤波器和旋转的广泛攻击具有鲁棒性。

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