A Blind Digital Watermarking for Color Medical Images Based on PCA

被引:10
|
作者
Sun, Xinde [1 ]
Bo, Shukui [1 ]
机构
[1] Zhengzhou Inst Aeronaut Ind Management, Dept Comp Sci & Applicat, Zhengzhou 450015, Peoples R China
关键词
digital watermarking; medical images; PCA; blind detection;
D O I
10.1109/WCINS.2010.5541812
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose a new robust digital image blind watermark scheme that is used to protect color medical images. In this scheme, K-L transform is applied to an RGB medical image and the binary watermark is embedded into low frequency sub-band of DWT of the principal component of medical images. The embedding positions are chosen according to the human visual system (HVS). The embedding method is based on the relationship between center coefficients and the mean values of the nearest neighborhood coefficients. The watermark is extracted from the watermarked image only according to the relationship. The experimental results show that the proposed algorithm is robust, imperceptible and practicable.
引用
收藏
页码:421 / 427
页数:7
相关论文
共 50 条
  • [31] Content protection in grayscale and color images based on robust digital watermarking
    Ridzon, Radovan
    Levicky, Dusan
    [J]. TELECOMMUNICATION SYSTEMS, 2013, 52 (03) : 1617 - 1631
  • [32] Reversible Blind Watermarking for Medical Images Based on Wavelet Histogram Shifting
    Golpira, Hemin
    Daniyali, Habibollah
    [J]. 2009 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT 2009), 2009, : 31 - 36
  • [33] Digital watermarking of spectral images using PCA-SVD
    Ma, Long
    Li, Changjun
    Song, Shuni
    [J]. JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2007, 51 (01) : 79 - 85
  • [34] Blind Watermarking for Hiding Color Images in Color Images with Super-Resolution Enhancement
    Hu, Hwai-Tsu
    Hsu, Ling-Yuan
    Wu, Shyi-Tsong
    [J]. SENSORS, 2023, 23 (01)
  • [35] A blind dual color images watermarking based on quaternion singular value decomposition
    Sun, Yehan
    Su, Qingtang
    Wang, Huanying
    Wang, Gang
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (05) : 6091 - 6113
  • [36] A robust semi-blind watermarking for color images based on multiple decompositions
    Vaidya, Prasanth S.
    Mouli, Chandra P. V. S. S. R.
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (24) : 25623 - 25656
  • [37] A blind dual color images watermarking based on quaternion singular value decomposition
    Yehan Sun
    Qingtang Su
    Huanying Wang
    Gang Wang
    [J]. Multimedia Tools and Applications, 2022, 81 : 6091 - 6113
  • [38] Blind Watermarking of Color Medical Images Using Hadamard Transform and Fractional-Order Moments
    Abdel-Aziz, Mostafa M.
    Hosny, Khalid M.
    Lashin, Nabil A.
    Fouda, Mostafa M.
    [J]. SENSORS, 2021, 21 (23)
  • [39] Blind Source Separation Based Digital Color Image-Adaptive Watermarking
    Jadhav, Sangeeta D.
    Bhalchandra, Anjali S.
    [J]. PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON IMAGE AND GRAPHICS (ICIG 2009), 2009, : 13 - 17
  • [40] A Study of Watermarking Application in Medical Digital Images
    Deng Xiaohong
    Chen Zhigang
    Deng Xiaoheng
    Liu Anfeng
    [J]. MECHANICAL ENGINEERING AND INTELLIGENT SYSTEMS, PTS 1 AND 2, 2012, 195-196 : 529 - +