Robust hybrid color image watermarking method based on DFT domain and 2D histogram modification

被引:40
作者
Cedillo-Hernandez, Manuel [1 ]
Garcia-Ugalde, Francisco [1 ]
Nakano-Miyatake, Mariko [2 ]
Manuel Perez-Meana, Hector [2 ]
机构
[1] Univ Nacl Autonoma Mexico, Fac Engn, Elect Engn Div, Mexico City 04510, DF, Mexico
[2] Natl Polytech Inst Mexico, Mech Elect Engn Sch, Postgrad Sect, Mexico City 04430, DF, Mexico
关键词
Authentication; Robust watermarking; Histogram modification; Geometric attacks; Hybrid watermarking; DIGITAL WATERMARKING;
D O I
10.1007/s11760-013-0459-9
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 present a robust hybrid watermarking method applied to color images for authentication, which presents robustness against several distortions. Due to the different nature of common signal processing and geometrical attacks, two different techniques for embed a same watermark are used in this method. In the first one, the luminance component (Y) information is used to embed the watermark bit sequence into the magnitude of the middle frequencies of the Discrete Fourier Transform (DFT). In the second one, a selected region of 2D histogram composed by blue-difference and red-difference (Cb-Cr) chrominance components is modified according to the watermark bit sequence. The quality of the watermarked image is measured using the following well-known indices peak signal to noise ratio (PSNR), visual information fidelity (VIF) and structural similarity index (SSIM). The difference color of the watermarked image is obtained using the normalized color difference (NCD) measure. The experimental results show that the proposed method provides robustness against several geometric distortions, signal processing operations, combined distortions and photo editing. The comparison with the previously reported methods based on different techniques is also provided.
引用
收藏
页码:49 / 63
页数:15
相关论文
共 30 条
  • [1] [Anonymous], 2000, DIGITAL SIGNAL PROC
  • [2] Battiato S, 2000, LECT NOTES COMPUT SC, V1768, P302
  • [3] Hernández MC, 2010, REV FAC ING-UNIV ANT, P147
  • [4] Stochastic color interpolation for digital cameras
    Chang, Hung-An
    Chen, Homer H.
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2007, 17 (08) : 964 - 973
  • [5] Chareyron G, 2004, CGIV 2004: SECOND EUROPEAN CONFERENCE ON COLOR IN GRAPHICS, IMAGING, AND VISION - CONFERENCE PROCEEDINGS, P178
  • [6] Chareyron G., 2010, Advanced Techniques in Multimedia Watermarking: Image, Video and Audio Ap-plications, P36, DOI [10.4018/978-1-61520-903-3.ch003, DOI 10.4018/978-1-61520-903-3.CH003]
  • [7] Hybrid watermarking based on chaos and histogram modification
    Chrysochos, E.
    Fotopoulos, V.
    Xenos, M.
    Skodras, A. N.
    [J]. SIGNAL IMAGE AND VIDEO PROCESSING, 2014, 8 (05) : 843 - 857
  • [8] Chrysochos E., 2007, P 11 PANH C INF PCI, P93
  • [9] Coltuc D., 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348), P236, DOI 10.1109/ICIP.1999.822891
  • [10] Digital watermarking robust to geometric distortions
    Dong, P
    Brankov, JG
    Galatsanos, NP
    Yang, YY
    Davoine, F
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (12) : 2140 - 2150