PCA component mixing for watermark embedding in spectral images

被引:0
|
作者
Kaarna, A [1 ]
Botchko, V [1 ]
Galibarov, P [1 ]
机构
[1] Lappeenranta Univ Technol, Dept Informat Technol, FIN-53851 Lappeenranta, Finland
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This study considers watermark embedding in spectral images. The embedding takes place in a transform space which is obtained through the Principal Component Analysis (PCA). The watermark is embedded in one eigenimage by mixing one eigenimage and the watermark. The watermark is a visual watermark which spreads to all bands of the image after the inverse PCA-transform. This new method is a generalization of an existing method. Our experiments indicate that a suitable set of parameter values allows better embedding than the methods compared.
引用
收藏
页码:494 / 498
页数:5
相关论文
共 50 条
  • [1] Watermark embedding in binary images for authentication
    Yu, C
    Zhang, XD
    [J]. 2004 7TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS 1-3, 2004, : 865 - 868
  • [2] Optimum watermark detection and embedding in digital images
    Vidal, J
    Sayrol, E
    [J]. 1998 IEEE SECOND WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, 1998, : 285 - 290
  • [3] Novel Algorithm for Embedding Audio Watermark in Images
    Mamidi, Ratnahahu
    Dadhich, Govind
    D'souza, Eisenhower
    George, Febin
    Poojari, Stephen
    Chowdary, S. Sujana
    [J]. PROCEEDINGS OF THE 10TH INDIACOM - 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT, 2016, : 2654 - 2659
  • [4] Effect of Embedding Watermark on Compression of the Digital Images
    Aggarwal, Er. Deepak
    [J]. COMPUTING, COMMUNICATION, AND CONTROL, 2011, 1 : 326 - 329
  • [5] Watermark embedding in DC components of DCT for binary images
    Lu, HP
    Shi, XX
    Shi, YQ
    Kot, AC
    Chen, LH
    [J]. PROCEEDINGS OF THE 2002 IEEE WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, 2002, : 300 - 303
  • [6] Erasable, semi-fragile watermark embedding process for images
    Lenti, J
    Loványi, I
    [J]. INES 2005: 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENGINEERING SYSTEMS, 2005, : 43 - 46
  • [7] Watermark Embedding of Color Holographic Images based on Wavelet Transform
    Pang, Jian-Ping
    Liu, Fu-Ping
    Guo, Lei
    Li, Shi-Ke
    Wang, Yu-Kun
    Lu, Zhi-Peng
    Fan, Wei
    [J]. ICAIP 2018: 2018 THE 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN IMAGE PROCESSING, 2018, : 83 - 87
  • [8] USING PCA FOR HYPER SPECTRAL IMAGES
    Vais, Manuel
    [J]. JOURNAL OF APPLIED ENGINEERING SCIENCES, 2011, 1 (04): : 73 - 76
  • [9] PCA transform in watermarking spectral images
    Kaarna, A
    Toivanen, P
    Mikkonen, K
    [J]. JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2004, 48 (03) : 183 - 193
  • [10] Learning eigenfunctions links spectral embedding and kernel PCA
    Bengio, Y
    Delalleau, O
    Le Roux, N
    Paiement, JF
    Vincent, P
    Ouimet, M
    [J]. NEURAL COMPUTATION, 2004, 16 (10) : 2197 - 2219