Context pixel-based reversible data hiding scheme using pixel value ordering

被引:3
|
作者
Meikap, Sudipta [1 ,2 ]
Jana, Biswapati [1 ]
Lu, Tzu-Chuen [3 ]
机构
[1] Vidyasagar Univ, Dept Comp Sci, Midnapore 721102, W Bengal, India
[2] Hijli Coll, Dept Comp Sci, Rangamatia 721306, W Bengal, India
[3] Chaoyang Univ Technol, Dept Informat Management, Taichung 41349, Taiwan
来源
VISUAL COMPUTER | 2023年 / 40卷 / 5期
关键词
Reversible data hiding; Context pixel-based PVO; Embedding capacity; Steganalysis; Steganographic attacks; PREDICTION-ERROR EXPANSION; DIFFERENCE EXPANSION; IMAGE WATERMARKING; TRANSFORM; INTERPOLATION; PVO;
D O I
10.1007/s00371-023-03050-2
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Pixel value ordering (PVO) and prediction error expansion (PEE) techniques are now being combined for improved performance in the domain of reversible data hiding (RDH). Conventional PVO can only embed two data bits in a smooth picture block in a row or column, which is insufficient to meet the contemporary demands of much payload in RDH. There is a lot of room to enhance the bit stuffing by inserting more than two data bits in a smooth block while maintaining acceptable visual image quality and data security. In this study, we suggest a context pixel-based data concealing strategy based on PVO combined with PEE, in which each block can insert two or more data bits. This proposed approach has three distinct features: smooth block selection, minimum and maximum position selection, and pixel difference with median value for data embedding. Furthermore, more than two pixels can be used to embed the secret data bit. The block is recommended by the selection of the neighbouring and present block's pixel. The use of context pixels in context pixel-based PVO (CPPVO) improves both embedding efficiency and picture quality. When the block size is Z = (3x3), the average embedding capacity (EC) of our novel approach is over 70,000 bits, and the average PSNR is over 40 dB. The results of the experiments reveal that our technique is more dependable than other state-of-the-art systems in terms of security, picture quality, and secret volume.
引用
收藏
页码:3529 / 3552
页数:24
相关论文
共 50 条
  • [1] Context pixel-based reversible data hiding scheme using pixel value ordering
    Sudipta Meikap
    Biswapati Jana
    Tzu-Chuen Lu
    [J]. The Visual Computer, 2024, 40 : 3529 - 3552
  • [2] Reference pixel-based reversible data hiding scheme using multi-level pixel value ordering
    Meikap, Sudipta
    Jana, Biswapati
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (06) : 16895 - 16928
  • [3] Reference pixel-based reversible data hiding scheme using multi-level pixel value ordering
    Sudipta Meikap
    Biswapati Jana
    [J]. Multimedia Tools and Applications, 2024, 83 : 16895 - 16928
  • [4] A Reversible Data Hiding Scheme Based on Prediction-Error Expansion Using Pixel-based Pixel Value Ordering Predictor
    Rahmani, Peyman
    Dastghaibyfard, Gholamhossein
    [J]. 2017 19TH CSI INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND SIGNAL PROCESSING (AISP), 2017, : 219 - 223
  • [5] Improved reversible data hiding using pixel-based pixel value grouping
    He, Wenguang
    Cai, Jie
    Xiong, Gangqiang
    Zhou, Ke
    [J]. OPTIK, 2018, 157 : 68 - 78
  • [6] Pixel-based pixel value ordering predictor for high-fidelity reversible data hiding
    Qu, Xiaochao
    Kim, Hyoung Joong
    [J]. SIGNAL PROCESSING, 2015, 111 : 249 - 260
  • [7] Developing a Pixel Value Ordering based Reversible Data Hiding Scheme
    Hasib, Sultan Abdul
    Nyeem, Hussain
    [J]. 2017 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL INFORMATION AND COMMUNICATION TECHNOLOGY (EICT 2017), 2017,
  • [8] An adaptive pixel value ordering based reversible data hiding scheme for images
    Melendez-Melendez, G.
    Morales-Reyes, Alicia
    Cumplido, Rene
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2023, 232
  • [9] A novel reversible image data hiding scheme based on pixel value ordering and dynamic pixel block partition
    Wang, Xiang
    Ding, Jing
    Pei, Qingqi
    [J]. INFORMATION SCIENCES, 2015, 310 : 16 - 35
  • [10] Reversible Data Hiding Scheme Based on Quad-Tree and Pixel Value Ordering
    Li, Jian-Jun
    Lee, Chin-Feng
    Chang, Chin-Chen
    Lin, Jiang-Yi
    Wu, Yun-He
    [J]. IEEE ACCESS, 2019, 7 : 142947 - 142962