A blind watermarking algorithm based on HVS and RBF neural network for digital image

被引:0
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作者
Piao, Cheng-Ri [1 ]
Beack, Seunghwa
Woo, Dong-Min
Han, Seung-Soo
机构
[1] Myongji Univ, Dept Informat Engn, Yongin 449728, Kyunggi, South Korea
[2] Myongji Univ, NPT Ctr, Yongin 449728, Kyunggi, South Korea
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a new blind watermarking scheme in which a watermark is embedded into the discrete wavelet transform (DWT) domain. The method uses the HVS model, and radial basis function neural networks (RBF). RBF will be implemented while embedding and extracting watermark. The human visual system (HVS) model is used to determine the watermark insertion strength. The inserted watermark is a random sequence. The secret key determines the beginning position of the image where the watermark is embedded. This process prevents possible pirates from removing the watermark easily. Experimental results show that the proposed method has good imperceptibility and high robustness to common image processing attacks.
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页码:493 / 496
页数:4
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