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
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
相关论文
共 50 条
  • [31] Blind Image Watermark Analysis Using Feature Fusion and Neural Network Classifier
    Lu, Wei
    Sun, Wei
    Lu, Hongtao
    ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT 2, PROCEEDINGS, 2008, 5264 : 237 - +
  • [32] An Algorithm for the Estimation of Hemoglobin Level from Digital Images of Palpebral Conjunctiva Based in Digital Image Processing and Artificial Intelligence
    Moreno, Guillermo
    Camargo, Abdigal
    Ayala, Luis
    Zimic, Mirko
    del Carpio, Christian
    INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2024, 20 (10) : 33 - 46
  • [33] An Image Compression Algorithm Based on Neural Networks
    Hu, Zejun
    Tan, Xin
    Zhu, Xingliang
    DCABES 2008 PROCEEDINGS, VOLS I AND II, 2008, : 223 - +
  • [34] An image compression algorithm based on neural networks
    Cierniak, R
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2004, 2004, 3070 : 706 - 711
  • [35] Image Recognition Algorithm Based on Artificial Intelligence and Machine Learning
    Si, Lipeng
    Liu, Baolong
    Fu, Yanfang
    MOBILE INFORMATION SYSTEMS, 2022, 2022
  • [36] Image Processing Algorithm of Packing Design Based on Artificial Intelligence
    Cheng Y.
    Huang Q.
    Zhang Y.
    Computer-Aided Design and Applications, 2024, 21 (S3): : 166 - 181
  • [37] Design of artificial intelligence image encryption algorithm based on hyperchaos
    Xu, Daihan
    Li, Guodong
    Xu, Wenxia
    Wei, Chengjing
    AIN SHAMS ENGINEERING JOURNAL, 2023, 14 (03)
  • [38] Image defogging algorithm and artificial intelligence technology innovation application in digital media image processing
    Dong, Liang
    Gangyi, Ding
    Dapeng, Yan
    Kexiang, Huang
    SOFT COMPUTING, 2023,
  • [39] DIGITAL WATERMARKING METHOD BASED ON HETEROASSOCIATIVE IMAGE COMPRESSION AND ITS REALIZATION WITH ARTIFICIAL NEURAL NETWORKS
    Sirota, A. A.
    Dryuchenko, M. A.
    Mitrofanova, E. Yu.
    COMPUTER OPTICS, 2018, 42 (03) : 483 - 494
  • [40] Geographic object-based image analysis and artificial neural networks for digital soil mapping
    Coelho, Fabricio Fernandes
    Giasson, Elvio
    Campos, Alcinei Ribeiro
    de Oliveira e Silva, Ryshardson Geovane Pereira
    Ferreira Costa, Jose Janderson
    CATENA, 2021, 206