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
  • [31] A High Quality Reversible Data Hiding Method Using Interpolation Technique
    Yang, Chyuan-Huei Thomas
    Hsu, Chun-Hao
    FIFTH INTERNATIONAL CONFERENCE ON INFORMATION ASSURANCE AND SECURITY, VOL 2, PROCEEDINGS, 2009, : 603 - 606
  • [32] Reversible Data Hiding Using Maximum and Minimum Filters for Image Interpolation
    Ono, Genki
    Inoue, Kohei
    Hara, Kenji
    Urahama, Kiichi
    2017 IEEE 6TH GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE), 2017,
  • [33] An efficient reversible data hiding with reduplicated exploiting modification direction using image interpolation and edge detection
    Lee, Chin-Feng
    Weng, Chi-Yao
    Chen, Kai-Chin
    MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (07) : 9993 - 10016
  • [34] An efficient reversible data hiding with reduplicated exploiting modification direction using image interpolation and edge detection
    Chin-Feng Lee
    Chi-Yao Weng
    Kai-Chin Chen
    Multimedia Tools and Applications, 2017, 76 : 9993 - 10016
  • [35] RETRACTED ARTICLE: Image-based reversible data hiding algorithm toward big multimedia data
    Chao Xiong
    Yuan Li
    Ruxi Xiang
    Ju Zhu
    Multimedia Tools and Applications, 2018, 77 : 15997 - 15997
  • [36] An Efficient Overflow Handling Technique for Histogram Shifting based Reversible Data Hiding
    Manikandan, V. M.
    Renjith, P.
    2020 INTERNATIONAL CONFERENCE ON INNOVATIVE TRENDS IN INFORMATION TECHNOLOGY (ICITIIT), 2020,
  • [37] Enhanced imperialist competitive algorithm based efficient reversible data hiding technique
    K. R. Prabha
    M. Jagadeeswari
    Multimedia Tools and Applications, 2020, 79 : 4057 - 4074
  • [38] An Efficient Reversible Data Hiding Technique In Encrypted Images Based On Chaotic Map
    Dileep, Alka
    Anusudha, K.
    Asad, Muhammed P. T.
    2015 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICCICCT), 2015, : 539 - 543
  • [39] Enhanced imperialist competitive algorithm based efficient reversible data hiding technique
    Prabha, K. R.
    Jagadeeswari, M.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (5-6) : 4057 - 4074
  • [40] A high quality interpolation-based reversible data hiding technique using dual images
    Ahmad A. Mohammad
    Multimedia Tools and Applications, 2023, 82 : 36713 - 36737