Stationary Wavelet-Based Image Watermarking for E-Healthcare Applications

被引:8
|
作者
Moad, Med Sayah [1 ]
Zermi, Narima [2 ]
Khaldi, Amine [3 ]
Kafi, Med Redouane [1 ]
机构
[1] Univ Kasdi Merbah, Fac Sci & Technol, Dept Elect, Elect Engn Lab, Ouargla, Algeria
[2] Badji Mokhtar Annaba Univ, Fac Engn Sci, Elect Dept, Labs Automat & Signals Annaba LASA, Annaba, Algeria
[3] Univ Kasdi Merbah, Fac Sci & Technol, Comp Sci Dept, Artificial Intelligence & Informat Technol Lab LIN, Ouargla 30000, Algeria
关键词
Blind watermarking; medical image; Schur decomposition; stationary wavelet transform; ROBUST;
D O I
10.1080/01969722.2023.2166253
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Watermarking is a technique for protecting multimedia data, mainly images, from malicious attacks by adding a signature into these images. Traditional watermarking techniques, unfortunately, have drawbacks when used on sensitive images like those used in medicine. A reliable and blind watermarking method is suggested in this work to protect medical picture transferred in telemedicine. Medical picture marking enables accurate patient identification, prevents scan confusion, and minimizes the risk of diagnostic mistakes that could have negative consequences. In this method, three distinct transforms are used to acquire the frequency content of the image. The low frequency subbands are subsequently subjected to Schur decomposition. In order to incorporate the watermark bits, the resultant upper triangular matrix values are modified. The proposed approaches effectively retain a considerable quality of watermarked images and are impressively resistant against numerous conventional attacks, according to imperceptibility and robustness experimental results. The average Peak signal-to-noise ratio (PSNR) which was obtained was 44.90 dB, demonstrating that the integration procedure produces very low distortion to the original image. The observed results for robustness demonstrate that the watermark is resilient to the most of the attacks performed in watermarking, with a normalized cross correlation rate higher than 0.9.
引用
收藏
页码:81 / 96
页数:16
相关论文
共 50 条
  • [41] Adaptive wavelet-based family tree quantization for digital image watermarking
    McKinnon, Boyd
    Qi, Xiaojun
    PROCEEDINGS OF THE EIGHTH IASTED INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING, 2006, : 272 - +
  • [42] A robust digital image watermarking method using wavelet-based fusion
    Kundur, D
    Hatzinakos, D
    INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL I, 1997, : 544 - 547
  • [43] A wavelet-based watermarking for secure medical image transmission in telemedicine application
    Amine, Khaldi
    Redouane, Kafi Med
    Sayah, Moad Med
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (23) : 35401 - 35417
  • [44] Complex Wavelet-Based Image Watermarking with the Human Visual Saliency Model
    Liu, Jinhua
    Rao, Yunbo
    Huang, Yuanyuan
    ELECTRONICS, 2019, 8 (12)
  • [45] Wavelet-based oblivious image watermarking scheme using genetic algorithm
    Ramanjaneyulu, K.
    Rajarajeswari, K.
    IET IMAGE PROCESSING, 2012, 6 (04) : 364 - 373
  • [46] A wavelet-based particle swarm optimization algorithm for digital image watermarking
    Tao, Hai
    Zain, Jasni Mohamad
    Ahmed, Mohammad Masroor
    Abdalla, Ahmed N.
    Jing, Wang
    INTEGRATED COMPUTER-AIDED ENGINEERING, 2012, 19 (01) : 81 - 91
  • [47] A wavelet-based watermarking for secure medical image transmission in telemedicine application
    Khaldi Amine
    Kafi Med Redouane
    Moad Med Sayah
    Multimedia Tools and Applications, 2023, 82 : 35401 - 35417
  • [48] Robust wavelet-based blind image watermarking against geometrical attacks
    Xie, G
    Shen, H
    2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3, 2004, : 2051 - 2054
  • [49] Image Watermarking Based On Wavelet-based Contourlet Packet Transform With Best Tree
    Shu, Zhenghua
    Liu, Guodong
    Gan, Lixin
    Zhan, Lin
    Fang, Wenming
    PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON ELECTRONIC COMMERCE AND SECURITY, VOL I, 2009, : 203 - +
  • [50] On Optimal Color Coordinate Selection for Wavelet-Based Color Image Watermarking
    Vahedi, Ehsan
    Zoroofi, Reza Aghaeizade
    Shiva, Mohsen
    ICIAS 2007: INTERNATIONAL CONFERENCE ON INTELLIGENT & ADVANCED SYSTEMS, VOLS 1-3, PROCEEDINGS, 2007, : 635 - 640