Combining SVD-DCT Image Watermarking Scheme Based on Perona-Malik Diffusion

被引:2
作者
Belilita, Sarra [1 ]
Amardjia, Nourredine [2 ]
Bekkouche, Tewfik [3 ]
Nouioua, Imen [1 ]
机构
[1] Ferhat Abbas Univ, LCCNS Lab, Dept Elect, Fac Technol, Setif, Algeria
[2] Ferhat Abbas Univ, LIS Lab, Dept Elect, Fac Technol, Setif, Algeria
[3] Univ Bordj Bouarreridj, Fac Technol, Dept Elect, ETA Lab, El Anasser, Algeria
关键词
Digital image watermarking; 2D discrete cosine transform; Singular value decomposition; Perona-Malik diffusion; ROBUST;
D O I
10.5755/j01.eie.25.4.23973
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
In this paper, we propose an efficient image watermarking scheme based on combining Singular Value Decomposition (SVD) and Discrete Cosine Transform (DCT) transforms. The main idea consists of exploiting results obtained by the well-known Perona-Malik diffusion applied in image de-noising in watermarking domain by selecting significant blocks to embed a binary logo watermark. After applying the DCT on the selected blocks, the SVD is performed on each of these transformed blocks to modify a few numbers of its U matrix elements according to some defined conditions. Computer simulation and experimental results prove the efficiency of our proposed method against image processing attacks and outperform several previous schemes in terms of imperceptibility and robustness.
引用
收藏
页码:68 / 74
页数:7
相关论文
共 20 条
  • [1] The Perona-Malik inequality and application to image denoising
    Atlas, A.
    Karami, F.
    Meskine, D.
    [J]. NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2014, 18 : 57 - 68
  • [2] Cao L, SINGULAR VALUE DECOM, P1
  • [3] SVD-based digital image watermarking scheme
    Chang, CC
    Tsai, P
    Lin, CC
    [J]. PATTERN RECOGNITION LETTERS, 2005, 26 (10) : 1577 - 1586
  • [4] On SVD-based watermarking algorithm
    Chung, Kuo-Liang
    Yang, Wei-Ning
    Huang, Yong-Huai
    Wu, Shih-Tung
    Hsu, Yu-Chiao
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2007, 188 (01) : 54 - 57
  • [5] Evans L.C., 2010, Partial Differential Equations, V19, pxxii+749
  • [6] Restudy on SVD-based watermarking scheme
    Fan, Ming-Quan
    Wang, Hong-Xia
    Li, Sheng-Kun
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2008, 203 (02) : 926 - 930
  • [7] Halima M. B., 2006, LAURENCE LIKFOREMAN, P103
  • [8] A novel blind color images watermarking based on SVD
    Jia, Shao-li
    [J]. OPTIK, 2014, 125 (12): : 2868 - 2874
  • [9] Image Denoising using Variations of Perona-Malik Model with different Edge Stopping Functions
    Kamalaveni, V.
    Rajalakshmi, R. Anitha
    Narayanankutty, K. A.
    [J]. SECOND INTERNATIONAL SYMPOSIUM ON COMPUTER VISION AND THE INTERNET (VISIONNET'15), 2015, 58 : 673 - 682
  • [10] A novel hybrid of DCT and SVD in DWT domain for robust and invisible blind image watermarking with optimal embedding strength
    Kang, Xiao-bing
    Zhao, Fan
    Lin, Guang-feng
    Chen, Ya-jun
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (11) : 13197 - 13224