Reversible data hiding based on automatic contrast enhancement using histogram expansion*

被引:6
作者
Lyu, WanLi [1 ]
Yue, YaJie [1 ]
Yin, Zhaoxia [2 ,3 ]
机构
[1] Anhui Univ, Sch Comp Sci & Technol, Anhui Prov Key Lab Multimodal Cognit Computat, Hefei 230601, Peoples R China
[2] East China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
[3] East China Normal Univ, Sch Commun & Elect Engn, Shanghai 200241, Peoples R China
关键词
Reversible data hiding; Histogram shifting; Automatic image enhancement; Reversible contrast enhancement; Histogram expansion; IMAGE QUALITY ASSESSMENT;
D O I
10.1016/j.jvcir.2023.103798
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A lot of Reversible Data Hiding (RDH) methods aim to generate a stego image infinitely approaches the original image while the quality of the original image is leaved out of consideration. Juxtaposed with a plain image, a contrast enhanced version always improves the user experience significantly. Reversible Data Hiding with Contrast Enhancement (RDHCE) enhances the stego image contrast combined with its payloads and enables the cover image to be regained accurately after the payloads have been extracted. This study presents a novel RDHCE method using histogram expansion. First, a new local histogram selecting strategy is proposed to improve the contrast of the whole image. Meanwhile, the global average brightness is used as a reference to determine the shifting direction of the local histogram to prevent the image from being over-enhanced. Moreover, the contrast can be improved adaptively when a reasonable number of data is embedded at the selected embedding points. Experimental results show that, with a given payload, the proposed method achieves better contrast and maintains good visual quality compared with state-of-the-arts.
引用
收藏
页数:9
相关论文
共 35 条
[1]  
[Anonymous], 2021, J KING SAUD U COMPUT
[2]  
[Anonymous], 2021, J VIS COMMUN IMAGE R, V78
[3]  
Bas Patrick, 2011, Information Hiding. 13th International Conference, IH 2011. Revised Selected Papers, P59, DOI 10.1007/978-3-642-24178-9_5
[4]   On Performance Improvement Of Reversible Data Hiding With Contrast Enhancement [J].
Chen, Haishan ;
Yuan, Junying ;
Hong, Wien ;
Ni, Jiangqun ;
Chen, Tung-Shou .
COMPUTER JOURNAL, 2020, 63 (10) :1584-1596
[5]   A Tunable Bound of the Embedding Level for Reversible Data Hiding with Contrast Enhancement [J].
Chen, Haishan ;
Hong, Wien ;
Ni, Jiangqun ;
Yuan, Junying .
CLOUD COMPUTING AND SECURITY, ICCCS 2016, PT I, 2016, 10039 :134-144
[6]   Reversible Data Hiding with a New Local Contrast Enhancement Approach [J].
Fragoso-Navarro, Eduardo ;
Cedillo-Hernandez, Manuel ;
Garcia-Ugalde, Francisco ;
Morelos-Zaragoza, Robert .
MATHEMATICS, 2022, 10 (05)
[7]  
Franzen R., 1999, KODAK LOSSLESS TRUE, V4
[8]   Automatic contrast enhancement with reversible data hiding using bi-histogram shifting [J].
Gao, Guangyong ;
Amoah, Lord .
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2022, 68
[9]   Reversible data hiding with automatic contrast enhancement for medical images [J].
Gao, Guangyong ;
Tong, Shikun ;
Xia, Zhihua ;
Wu, Bin ;
Xu, Liya ;
Zhao, Zhiqiang .
SIGNAL PROCESSING, 2021, 178
[10]   Reversible data hiding with contrast enhancement and tamper localization for medical images [J].
Gao, Guangyong ;
Wan, Xiangdong ;
Yao, Shimao ;
Cui, Zongmin ;
Zhou, Caixue ;
Sung, Xingming .
INFORMATION SCIENCES, 2017, 385 :250-265