A semi-blind digital watermarking scheme based on singular value decomposition

被引:96
作者
Shieh, JM [1 ]
Lou, DC
Chang, MC
机构
[1] Natl Def Univ Tahsi, Chung Cheng Inst Technol, Dept Elect Engn, Taoyuan 33509, Taiwan
[2] Chung Hwa Coll Med Technol, Dept Nursing, Tainan 71703, Taiwan
关键词
digital watermarking; singular value decomposition; copyright protection; image processing; chaotic mixing;
D O I
10.1016/j.csi.2005.03.006
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a robust watermarking approach for hiding grayscale watermarks into digital images. Plugging the codebook concept into the singular value decomposition (SVD), the proposed method embeds the singular values (SVs) of the original image into the watermark one to attain the lossless objective. The experimental results show that the proposed scheme guarantees the extracted watermark on an average and the worst PSNR values of 24.91 and 19.96 dB, respectively. In addition to the guarantee of the quality of extracted watermark image, the security of the referenced watermark is further strengthened by applying chaos permutation on it in advance. The proposed scheme leads to satisfactory robustness to various attacks and is compared to other well-known grayscale watermarking methods to reveal its efficiency for practical applications. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:428 / 440
页数:13
相关论文
共 23 条
  • [1] ADAMS MD, 2001, JTC1SC29WG1 ISOIEC
  • [2] SINGULAR VALUE DECOMPOSITION (SVD) IMAGE-CODING
    ANDREWS, HC
    PATTERSON, CL
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 1976, 24 (04) : 425 - 432
  • [3] Chu SC, 2004, IEICE T FUND ELECTR, VE87A, P282
  • [4] Cox I. J., 2000, Proceedings International Conference on Information Technology: Coding and Computing (Cat. No.PR00540), P6, DOI 10.1109/ITCC.2000.844175
  • [5] Secure spread spectrum watermarking for multimedia
    Cox, IJ
    Kilian, J
    Leighton, FT
    Shamoon, T
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 1997, 6 (12) : 1673 - 1687
  • [6] Ganic E, 2004, P 2004 WORKSH MULT S, P166, DOI [10.1145/1022431.1022461, DOI 10.1145/1022431.1022461]
  • [7] Hsia SC, 2002, IEICE T FUND ELECTR, VE85A, P463
  • [8] Hidden digital watermarks in images
    Hsu, CT
    Wu, JL
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 1999, 8 (01) : 58 - 68
  • [9] Multiresolution watermarking for digital images
    Hsu, CT
    Wu, JL
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 1998, 45 (08) : 1097 - 1101
  • [10] Noise estimation and filtering using block-based singular value decomposition
    Konstantinides, K
    Natarajan, B
    Yovanof, GS
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 1997, 6 (03) : 479 - 483