A reversible data hiding method with contrast enhancement for medical images

被引:99
作者
Wu, Hao-Tian [1 ]
Huang, Jiwu [2 ]
Shi, Yun-Qing [3 ]
机构
[1] Jiangnan Univ, Sch Digital Media, Wuxi 214122, JS, Peoples R China
[2] Shenzhen Univ, Coll Informat Engn, Shenzhen, Peoples R China
[3] New Jersey Inst Technol, Dept ECE, Newark, NJ 07103 USA
基金
中国国家自然科学基金;
关键词
Contrast enhancement; Medical image; Region of interest; Reversible data hiding; Authentication; Background segmentation; Histogram; Visual quality; PREDICTION-ERROR; ENCRYPTED IMAGES; WATERMARKING; EXPANSION; DIFFERENCE;
D O I
10.1016/j.jvcir.2015.06.010
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
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.
引用
收藏
页码:146 / 153
页数:8
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