Intelligence Digital Image Watermark Algorithm Based on Artificial Neural Networks Classifier

被引:0
作者
Jin, Cong [1 ]
Jin, Shu-Wei [1 ]
机构
[1] Cent China Normal Univ, Sch Comp Sci, Wuhan 430079, Peoples R China
来源
MODERN TRENDS AND TECHNIQUES IN COMPUTER SCIENCE (CSOC 2014) | 2014年 / 285卷
关键词
Digital watermarking; ANN; Classification; Textural feature; Invisibility; Robustness;
D O I
10.1007/978-3-319-06740-7_1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An intelligence robust digital image watermarking algorithm using artificial neural network (ANN) is proposed. In new algorithm, for embedding watermark, the original image first is divided into some N-1 x N-2 small blocks, different embedding strengths are determined by RBFNN classifier according to different textural features of every block after DCT. The experimental results show that the proposed algorithm are robust against common image processing attacks, such as JPEG compression, Gaussian noise, cropping, mean filtering, wiener filtering, and histogram equalization etc. The proposed algorithm achieves a good compromise between the robustness and invisibility, too.
引用
收藏
页码:3 / 16
页数:14
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