Efficient reversible data hiding multimedia technique based on smart image interpolation

被引:0
|
作者
Fatuma Saeid Hassan
Adnan Gutub
机构
[1] Umm Al-Qura University,Computer Engineering Department
来源
Multimedia Tools and Applications | 2020年 / 79卷
关键词
Reversible steganography; Image interpolation; NMI; Pixel intensity; LSB substitution;
D O I
暂无
中图分类号
学科分类号
摘要
Reversible data hiding (RDH) within images is the process of securing data into cover images without degradation. Its challenge is to hide a large payload while taking into account the human visual system so that the distortion of the stego-image is negligible. It is highly desired for the images that have special requirements like the ones in the medical and military fields where the original images are required to be regenerated with no loss after extracting the data. In this paper, we propose an interpolation-based RDH (IRDH) scheme that improves Lee and Huang’s scheme and Malik et al.’s scheme by combining their embedding techniques along with the optimal pixel adjustment process (OPAP) in a way that increases the embedding capacity and the visual quality of both the schemes. In this presented scheme, we start by stretching the size of the original image using the existing enhanced neighbor mean interpolation (ENMI) interpolation technique then the data is embedded into the interpolated pixels using our novel embedding method that depends on the intensity of the pixels and the maximized difference values. This innovative scheme presented all steps covering generation of the interpolated image, data embedding, data extraction and image recovery, making it in testing situation to be compared fairly with others. The experimental results demonstrate that the achieved embedding capacity by our hiding technique is more than 537 Kb for all the test images. Also, the experiments show that our proposed scheme has the highest embedding capacity among five current schemes which are Jung and Yoo’s scheme, Lee and Huang’s scheme, Chang et al.’s scheme, Zhang et al.’s scheme and Malik et al.’s scheme with attractive image security quality.
引用
收藏
页码:30087 / 30109
页数:22
相关论文
共 50 条
  • [1] Efficient reversible data hiding multimedia technique based on smart image interpolation
    Hassan, Fatuma Saeid
    Gutub, Adnan
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (39-40) : 30087 - 30109
  • [2] Efficient Image Reversible Data Hiding Technique Based on Interpolation Optimization
    Fatuma Saeid Hassan
    Adnan Gutub
    Arabian Journal for Science and Engineering, 2021, 46 : 8441 - 8456
  • [3] Efficient Image Reversible Data Hiding Technique Based on Interpolation Optimization
    Hassan, Fatuma Saeid
    Gutub, Adnan
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2021, 46 (09) : 8441 - 8456
  • [4] An efficient image interpolation increasing payload in reversible data hiding
    Lee, Chin-Feng
    Huang, Yu-Lin
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (08) : 6712 - 6719
  • [5] Reversible data hiding in homomorphically encrypted image using interpolation technique
    Malik, Asad
    Wang, Hongxia
    Chen, Tailong
    Yang, Tianlong
    Khan, Ahmad Neyaz
    Wu, Hanzhou
    Chen, Yanli
    Hu, Yi
    JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2019, 48
  • [6] Reversible Data Hiding in Encrypted Images Based on Image Interpolation
    Han, Xiyu
    Qian, Zhenxing
    Feng, Guorui
    Zhang, Xinpeng
    INTERNATIONAL JOURNAL OF DIGITAL CRIME AND FORENSICS, 2014, 6 (03) : 16 - 29
  • [7] Efficient Data Embedding for Interpolation based Reversible Data Hiding Scheme
    Wahed, Md. Abdul
    Nyeem, Hussain
    2017 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL & ELECTRONIC ENGINEERING (ICEEE), 2017,
  • [8] Image interpolation based high capacity reversible data hiding scheme
    Malik, Aruna
    Sikka, Geeta
    Verma, Harsh K.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (22) : 24107 - 24123
  • [9] Innovative image interpolation based reversible data hiding for secure communication
    Punia R.
    Malik A.
    Singh S.
    Discover Internet of Things, 2023, 3 (01):
  • [10] Reversible Data Hiding for Encrypted Image Based on Interpolation Error Expansion
    Di, Fuqiang
    Zhang, Minqing
    Zhang, Yingnan
    Liu, Jia
    INTERNATIONAL JOURNAL OF MOBILE COMPUTING AND MULTIMEDIA COMMUNICATIONS, 2018, 9 (04) : 76 - 96