Blind Image Watermark Analysis Using Feature Fusion and Neural Network Classifier

被引:0
作者
Lu, Wei [1 ,2 ]
Sun, Wei [3 ,4 ]
Lu, Hongtao [5 ]
机构
[1] Sun Yat Sen Univ, Sch Informat Sci & Technol, Guangzhou 510275, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Guangdong Key Lab Informat Secur Technol, Guangzhou 510275, Guangdong, Peoples R China
[3] Sun Yat Sen Univ, Sch Software, Guangzhou 510275, Guangdong, Peoples R China
[4] Sun Yat Sen Univ, Guangdong Key Lab Informat Secur Technol, Guangzhou 510275, Guangdong, Peoples R China
[5] Shanghai Jiao Tong Univ, Dept Comp Sci & Engn, Shanghai 200240, Peoples R China
来源
ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT 2, PROCEEDINGS | 2008年 / 5264卷
关键词
Digital watermark analysis; Feature fission; Neural network classifier;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Over the past two decades; great efforts have beets made to develop digital watermarking techniques for multimedia, copyright protection and authentication. However, most; of watermark detection methods are designed based on the corresponding specific watermark embedding procedures. In this paper, we propose a general blind watermarking analysis scheme to recognize whether images are watermarked no matter what kind of watermark embedding schemes arc: used. Its the proposed method, multiscale feature; fusion are used to construct statistical characteristics between non-watermarked images and watermarked images. Then, RBF neural networks are used to classify these characteristics. Numerical simulations show that the proposed scheme describes intrinsic statistical characteristics and the proposed blind watermark analysis method is effective.
引用
收藏
页码:237 / +
页数:2
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