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首页> 外文期刊>Journal of visual communication & image representation >A reversible data hiding method with contrast enhancement for medical images
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A reversible data hiding method with contrast enhancement for medical images

机译:具有对比度增强的医学图像可逆数据隐藏方法

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摘要

In this paper, a reversible data hiding method with contrast enhancement is presented for medical images. Firstly, image background segmentation is performed and the principal gray-scale values in the segmented background are identified. By excluding the corresponding histogram bins from being expanded for data hiding, the contrast of region of interest (ROI) in medical images can be selectively enhanced. Considering the characteristics of pixel distribution, we develop a new pre-processing strategy to reduce the visual distortions that may be caused. With the proposed method, an original image can be exactly recovered from the corresponding enhanced image by hiding the side information within it. The experimental results on a set of medical images show that the visibility of ROI can be improved. Compared with the previous method, the proposed method can achieve more contrast enhancement effects and better visual quality for medical images. (C) 2015 Elsevier Inc. All rights reserved.
机译:本文提出了一种具有对比度增强的可逆数据隐藏方法,用于医学图像。首先,进行图像背景分割,并识别分割后的背景中的主要灰度值。通过排除相应的直方图图元进行扩展以隐藏数据,可以有选择地增强医学图像中感兴趣区域(ROI)的对比度。考虑到像素分布的特征,我们开发了一种新的预处理策略来减少可能引起的视觉失真。利用所提出的方法,通过将辅助信息隐藏在其中,可以从相应的增强图像中准确地恢复原始图像。在一组医学图像上的实验结果表明,可以提高ROI的可见性。与以前的方法相比,该方法可以实现更高的对比度增强效果和更好的医学图像视觉质量。 (C)2015 Elsevier Inc.保留所有权利。

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