Local Moment Driven PVO Based Reversible Data Hiding

被引:20
作者
Kumar, Neeraj [1 ]
Kumar, Rajeev [2 ]
Caldelli, Roberto [3 ,4 ]
机构
[1] Jamia Millia Islamia, Dept Elect & Commun Engn, New Delhi 110025, India
[2] Delhi Technol Univ, Dept Comp Sci & Engn, Delhi 110042, India
[3] Natl Interuniv Consortium Telecommun CNIT, Parma 43124, Italy
[4] Mercatorum Univ, Rome 00186, Italy
关键词
Correlation; Image quality; Histograms; Electronic mail; Distortion; Two dimensional displays; Telecommunications; Local moment driven PVO; LM-PVO; pairwise embedding; reversible data hiding;
D O I
10.1109/LSP.2021.3090673
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
Pixel-value-ordering (PVO) is one of the most widely used reversible data hiding (RDH) framework which efficiently utilizes smooth pixels of the cover image to provide high-fidelity stego-image but with limited embedding capacity. This letter proposes an RDH scheme based on local moment driven pixel value ordering (LM-PVO) which further enhances the effectiveness of smooth pixel's utilization by dividing the fixed-size blocks into two groups. Pixels of each group are sub-divided into two sub-groups based on the local moment of the block so that correlation among the pixels of each sub-group is enhanced. Thus doing, the pixels of each sub-group are grouped based on their intensity values instead of their position as in the conventional PVO-based schemes; this enables information hider to embed a higher amount of secret data while also enhancing the stego-image quality. Experimental results also validate the superiority of the proposed scheme over the existing PVO-based RDH schemes.
引用
收藏
页码:1335 / 1339
页数:5
相关论文
共 15 条
[1]  
[Anonymous], 2007, USC-SIPI Image Database
[2]  
Dragoi IC, 2017, INT S SIGN CIRC SYST, P1
[3]  
Dragoi IC, 2015, EUR SIGNAL PR CONF, P56, DOI 10.1109/EUSIPCO.2015.7362344
[4]   Reversible data hiding using multi-pass pixel-value-ordering and pairwise prediction-error expansion [J].
He, Wenguang ;
Xiong, Gangqiang ;
Weng, Shaowei ;
Cai, Zhanchuan ;
Wang, Yaomin .
INFORMATION SCIENCES, 2018, 467 :784-799
[5]   A Comprehensive Study of Reversible Data Hiding (RDH) Schemes Based on Pixel Value Ordering (PVO) [J].
Kaur, Gurjinder ;
Singh, Samayveer ;
Rani, Rajneesh ;
Kumar, Rajeev .
ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2021, 28 (05) :3517-3568
[6]  
Kumar R., 2019, INT J PHYTOREMEDIAT, DOI DOI 10.1080/15226514.2019.1633252
[7]   Enhanced pairwise IPVO-based reversible data hiding scheme using rhombus context [J].
Kumar, Rajeev ;
Jung, Ki-Hyun .
INFORMATION SCIENCES, 2020, 536 (536) :101-119
[8]   High-fidelity reversible data hiding scheme based on pixel-value-ordering and prediction-error expansion [J].
Li, Xiaolong ;
Li, Jian ;
Li, Bin ;
Yang, Bin .
SIGNAL PROCESSING, 2013, 93 (01) :198-205
[9]   Improving Pairwise PEE via Hybrid-Dimensional Histogram Generation and Adaptive Mapping Selection [J].
Ou, Bo ;
Li, Xiaolong ;
Zhang, Weiming ;
Zhao, Yao .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 29 (07) :2176-2190
[10]   Pairwise Prediction-Error Expansion for Efficient Reversible Data Hiding [J].
Ou, Bo ;
Li, Xiaolong ;
Zhao, Yao ;
Ni, Rongrong ;
Shi, Yun-Qing .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2013, 22 (12) :5010-5021