A reversible data hiding scheme based on multiple residual histogram shifting

被引:5
作者
Fu, Deyin [1 ]
Ping, Ping [1 ]
Zhao, Hongze [1 ]
Hao, Jie [1 ]
Abdalla, Salma Abdelgadir Elsharif [1 ]
Gao, Zeyu [2 ]
机构
[1] Hohai Univ, Coll Comp & Informat, Nanjing, Peoples R China
[2] San Jose State Univ, Coll Engn, San Jose, CA USA
来源
2021 IEEE SEVENTH INTERNATIONAL CONFERENCE ON BIG DATA COMPUTING SERVICE AND APPLICATIONS, BIGDATASERVICE | 2021年
基金
中国国家自然科学基金;
关键词
Basic pixel; Residual image; Image encryption; Reversible hiding; WATERMARKING;
D O I
10.1109/BigDataService52369.2021.00033
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a reversible data hiding scheme based on multiple residual histogram shifting is proposed. As is known to all, there is a prediction technology which can improve the hiding ability under the premise of ensuring good stego-image quality. It studies the similarity between image pixels and uses the residual histogram of the original coverage image to hide secret data. However, when the residual histogram is used to hide the secret data, some pixels in the original image are not well utilized. To solve this problem, we proposed a novel reversible data hiding scheme based on multiple residual histogram shifting. The basic image composed of basic pixels is extracted and processed by prediction technology, and the residual histogram of the basic image is used to hide the secret data too. The experimental results demonstrate that the proposed scheme has higher hiding capacity and better stego-image quality.
引用
收藏
页码:208 / 213
页数:6
相关论文
共 20 条
[1]  
Barton J.M., 1997, U.S. Patent, Patent No. 5646997
[2]  
Chiang Li Yu, 2010, Data hiding based on the similarity between neighboring pixels with reversibility, V20, P1116
[3]  
Huo Yongjin, 2013, Wuhan University Journal of Natural Sciences, V18, P455, DOI 10.1007/s11859-013-0956-2
[4]  
Jian-Guo Sun, 2014, International Journal of Network Security, V16, P40
[5]   Reversible image authentication based on watermarking [J].
Lee, Sang-Kwang ;
Suh, Young-Ho ;
Ho, Yo-Sung .
2006 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO - ICME 2006, VOLS 1-5, PROCEEDINGS, 2006, :1321-1324
[6]  
Lei Baiying, 2014, Reversible watermarking scheme for medical image based on differential evolution, V41, P3178
[7]   Toward Construction-Based Data Hiding: From Secrets to Fingerprint Images [J].
Li, Sheng ;
Zhang, Xinpeng .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 28 (03) :1482-1497
[8]  
Lu W., 2018, IEEE Trans. Circuits Syst. Video Technol., P1
[9]  
Mobasseri Bijan G, 2010, Data embedding in JPEG bitstream by code mapping, V19, P958
[10]   Reversible data hiding [J].
Ni, ZC ;
Shi, YQ ;
Ansari, N ;
Su, W .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2006, 16 (03) :354-362