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基于ICA的抗拷貝攻擊的數(shù)字水印方案

胡慧博,  劉琚,  孫建德

胡慧博, 劉琚, 孫建德. 基于ICA的抗拷貝攻擊的數(shù)字水印方案[J]. 電子與信息學(xué)報, 2005, 27(7): 1035-1038.
引用本文: 胡慧博, 劉琚, 孫建德. 基于ICA的抗拷貝攻擊的數(shù)字水印方案[J]. 電子與信息學(xué)報, 2005, 27(7): 1035-1038.
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.

基于ICA的抗拷貝攻擊的數(shù)字水印方案

An ICA-Based Watermarking Scheme Resistant to Copy Attack

  • 摘要: 該文提出了一種基于獨立分量分析(Independent Component Analysis,ICA)的能有效抵抗拷貝攻擊的數(shù)字水印方案。該方案將能夠唯一描述原始圖像的圖像簽名與數(shù)字水印一同嵌入到原始圖像中,并采用ICA技術(shù)進行檢測。通過驗證簽名,可以判斷待測圖像是否合法,從而實現(xiàn)抗拷貝攻擊的目的。計算機仿真結(jié)果證明了該方案的有效性和魯棒性。
    Abstract: 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.王穎,黃志蓓譯.數(shù)字水印.北京:電子工業(yè)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]周亞訓(xùn),葉慶衛(wèi),徐鐵峰.基于小波和余弦變換組合的圖像水印方案.電子學(xué)報,2001,29(12):1693-1695.
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出版歷程
  • 收稿日期:  2004-01-20
  • 修回日期:  2004-06-14
  • 刊出日期:  2005-07-19

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