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Volume 27 Issue 7
Jul.  2005
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Hu Hui-bo, Liu Ju, Sun Jian-de . An ICA-Based Watermarking Scheme Resistant to Copy Attack[J]. Journal of Electronics & Information Technology, 2005, 27(7): 1035-1038.
Citation: Hu Hui-bo, Liu Ju, Sun Jian-de . An ICA-Based Watermarking Scheme Resistant to Copy Attack[J]. Journal of Electronics & Information Technology, 2005, 27(7): 1035-1038.

An ICA-Based Watermarking Scheme Resistant to Copy Attack

  • Received Date: 2004-01-20
  • Rev Recd Date: 2004-06-14
  • Publish Date: 2005-07-19
  • A digital watermarking scheme is proposed in this paper, which is based on Independent Component Analysis (ICA) and able to resist copy attack effectively. In this algorithm, both the image signature describing the original image uniquely and the watermark are embedded into the original image synchronously and extracted through ICA techniques. By comparing the re-calculated signature of the marked image according to the image signature algorithm with the extracted one, the legality of the marked image can be determined and the purpose of resistance to copy attack can also be realized. Simulation results demonstrate the robustness and validity of this proposed method.
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  • Kutter Martin, Voloshynovskiy Sviatoslav, Herrigel Alexander.The watermark copy attack. Proc. of the SPIE, Security and Watermarking of Multimedia Contents Ⅱ, San Jose, CA, 2000,3971:371 - 380.[2]Barr John, Bradley Brett, Hannigan Brett T. Using digital watermarks with image signatures to mitigate the threat of the copy attack. ICASSP03, 2003 IEEE International Conference,Hong Kong, 2003, 3:69 - 72.[3]CoxIngemar J,Miller Matthew L,Bloom Jeffrey A著.王颖,黄志蓓译.数字水印.北京:电子工业出版社,2003:第9章.[4]Turk M, Pentland A. Eigenfaces for recognition[J].Journal of Cognitive Neuroscience.1991, 3(1):71-[5]Yu Dan, Sattar Farook, Ma Kai-Kuang. Watermark detection and extraction using independent component analysis method. EURASIP Journal on Applied Signal Processing, 2002, 1: 92 -104.[6]Shen Minfen, Zhang Xinjung, Sun Lisha, Beadle P J, Chan FHY.A method for digital image watermarking using ICA. ICA 2003,Nara, Japan, 2003:209 -214.[7]Liu Ju, Nie Kaibao, He Zhenya. Blind separation by redundancy reduction in a recurrent neural network. Chinese Journal of Electronics, 2001, 10(3): 415 -419.[8]He Zhenya, Liu Ju, Yang Luxi. Blind separation of images using Edgeworth expansion based ICA algorithm. Chinese Journal of Electronics, 1999, 8(3): 278 -282.[9]周亚训,叶庆卫,徐铁峰.基于小波和余弦变换组合的图像水印方案.电子学报,2001,29(12):1693-1695.
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