Presentation 2003/6/20
AN APPLICATION OF THE PRINCIPAL COMPONENT ANALYSIS TO DIGITAL WATERMARKING
Thai Duy Hien, Zensho Nakao, Yen-Wei Chen, Kazu Matsuo,
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Abstract(in English) Digital watermarking has been used as a solution to copyright protection of multimedia objects. Many schemes and algorithms have been proposed for the purpose. We propose a novel digital watermarking system that uses the Principal Component Analysis (PCA) for still images to embed and detect a watermark. A theoretical description of the method is included together with experimental results in order to validate the methodology presented. Simulation shows the performance of the method to be robust for image cropping and some attacks such as additive noise, low pass filtering, median filtering, and jpeg compression. Enhancement to this system with respect to robustness against various attacks is under investigation.
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Keyword(in English) Watermarking / Principal Component Analysis
Paper # DSP2003-51
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Committee DSP
Conference Date 2003/6/20(1days)
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Registration To Digital Signal Processing (DSP)
Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) AN APPLICATION OF THE PRINCIPAL COMPONENT ANALYSIS TO DIGITAL WATERMARKING
Sub Title (in English)
Keyword(1) Watermarking
Keyword(2) Principal Component Analysis
1st Author's Name Thai Duy Hien
1st Author's Affiliation Faculty of Engineering, University of the Ryukyus()
2nd Author's Name Zensho Nakao
2nd Author's Affiliation Faculty of Engineering, University of the Ryukyus
3rd Author's Name Yen-Wei Chen
3rd Author's Affiliation Faculty of Engineering, University of the Ryukyus
4th Author's Name Kazu Matsuo
4th Author's Affiliation Faculty of Engineering, University of the Ryukyus
Date 2003/6/20
Paper # DSP2003-51
Volume (vol) vol.103
Number (no) 147
Page pp.pp.-
#Pages 5
Date of Issue