Reversible data hiding with automatic contrast enhancement for medical images

被引:44
|
作者
Gao, Guangyong [1 ,2 ,3 ]
Tong, Shikun [1 ,2 ]
Xia, Zhihua [1 ,2 ]
Wu, Bin [3 ]
Xu, Liya [3 ]
Zhao, Zhiqiang [3 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing 210044, Peoples R China
[2] Minist Educ, Engn Res Ctr Digital Forens, Nanjing 210044, Peoples R China
[3] Jiujiang Univ, Sch Informat Sci & Technol, Jiujiang 332005, Peoples R China
来源
SIGNAL PROCESSING | 2021年 / 178卷
基金
中国国家自然科学基金;
关键词
Reversible data hiding; Automatic contrast enhancement; Medical images; HIGH-CAPACITY; ENCRYPTED IMAGES; SCHEME; FRAMEWORK;
D O I
10.1016/j.sigpro.2020.107817
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recent developments in data hiding technology have made reversible data hiding (RDH) a popular research topic. This paper is focused on medical images and the up-to-date RDH methods, and proposes an automatic contrast enhancement algorithm called the RDHACEM algorithm considering two metrics: larger embedding capacity and better image visual quality. The proposed algorithm separates medical images into regions of interest (ROI) and regions of non-interest (NROI). It automatically stretches the ROI's grayscale histogram to simultaneously enlarge the embedding capacity of the ROI and enhance the image contrast. Experimental results show that the marked medical images generated by the proposed algorithm have better visual quality and larger embedding capacity in the ROI than those generated by the up-to-date RDH methods. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页数:14
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