Reversible Data Hiding in Halftone Images Based on Dynamic Embedding States Group

被引:6
|
作者
Yin, Xiaolin [1 ,2 ]
Lu, Wei [1 ,2 ]
Liu, Wanteng [1 ,2 ]
Guo, Jing-Ming [3 ]
Huang, Jiwu [4 ,5 ,6 ]
Shi, Yun-Qing [7 ]
机构
[1] Sun Yat Sen Univ, Sch Data & Comp Sci, Guangdong Prov Key Lab Informat Secur Technol, Guangzhou 510006, Peoples R China
[2] Sun Yat Sen Univ, Minist Educ, Key Lab Machine Intelligence & Adv Comp, Guangzhou 510006, Peoples R China
[3] Natl Taiwan Univ Sci & Technol, Dept Elect Engn, Taipei 10607, Taiwan
[4] Shenzhen Univ, Guangdong Key Lab Intelligent Informat Proc, Shenzhen Key Lab Media Secur, Shenzhen 518060, Peoples R China
[5] Shenzhen Univ, Guangdong Lab Artificial Intelligence & Digital E, Shenzhen 518060, Peoples R China
[6] Shenzhen Inst Artificial Intelligence & Robot Soc, Shenzhen 518060, Peoples R China
[7] New Jersey Inst Technol, Dept Elect & Comp Engn, Newark, NJ 07102 USA
基金
中国国家自然科学基金;
关键词
Halftone images; reversible data hiding; dynamic embedding states group; Markov transition; WATERMARKING; ALGORITHM; HISTOGRAM; SCHEME; DIFFUSION; EXPANSION;
D O I
10.1109/TCSVT.2020.3032685
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
In many reversible data hiding (RDH) methods for halftone images, the traditional embedding process embeds a 1-bit secret message into each embeddable pixel or pattern. To improve the embedding efficiency and payload, we propose an RDH method used in halftone images based on the dynamic embedding states group (DESG), which can embed at least 1 bit of secret messages per embeddable pixel or pattern. First, by exploiting the statistical features of 4 x 4 patterns and the state sequences in each image, the DESG is constructed dynamically, including n embedding states with their state patterns and state sequences. Then, secret messages are encoded by matching the longest common subsequence according to the DESG, which are split into several state sequences. The state sequences are embedded by Markov transitions between these n changing state patterns. Finally, reversibility is achieved by recording the DESG as the overhead information in RDH. Experiments show that the construction of DESG can improve the embedding efficiency under the same number of embeddable pixels or patterns, and the visual distortion is also significantly reduced by flipping fewer pixels.
引用
收藏
页码:2631 / 2645
页数:15
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