Skip to main content
SpringerLink
Log in

A Neural Network Based Blind Watermarking Scheme for Digital Images

  • Conference paper
Advances in Neural Networks - ISNN 2004 (ISNN 2004)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3174))

Included in the following conference series:

Abstract

A new blind watermarking scheme by combining neural network with chaotic map is proposed. Using a chaotic sequence, the binary highpass watermark is generated. An encrypted watermark is to map to a selected pixel is modified according to the bit will be embedded. Embedding and extraction of watermark are based on the relationship between the pixel and its neighborhood in each block of image. A neural network and an adaptive embedding algorithm are adopted to enhance the characters of the watermarking system. Experimental results show that this watermarking scheme is very robust to common image processing and the extracted watermarks are readily recognizable.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Cox, I.J., Kilian, J., Leighton, F.T., Shamoon, T.: Secure Spread Spectrum Watermarking for Multimedia. IEEE Trans. Image Processing 6, 1673–1687 (1997)

    Article  Google Scholar 

  2. Lin, C.-Y., Wu, M., Bloom, J., Cox, I., Miller, M., Lui, Y.: Rotation, Scale, and Translation Resilient Watermarking for Images. IEEE Trans. Image Processing 10, 767–782 (2001)

    Article  MATH  Google Scholar 

  3. Wang, Y., Doherty, J., Dyck, R.V.: A Wavelet-based Watermarking Algorithm for Ownership Verification of Digital Iimages. IEEE Trans. Image Processing 11, 77–88 (2002)

    Article  Google Scholar 

  4. Nikolaidis, A., Pitas, I.: Robust Watermarking of Facial Images Based on Salient Geometric Pattern Matching. IEEE Trans. Image Processing 2, 172–184 (2000)

    Google Scholar 

  5. Schneier, B.: Applied Cryptography, 2nd edn. Wiley, Chichester (1996)

    Google Scholar 

  6. Tefas, A., Nikolaidis, A., Nikolaidis, N., Solachidis, V., Tsekeridou, S., Pitas, I.: Performance Analysis of Correlation Based Watermarking Schemes Employing Markov Chaotic Sequences. IEEE Trans. signal processing 51(7), 1979–1994 (2003)

    Article  Google Scholar 

  7. Yu, Y., Wang, X.: An Algorithm of Adaptive Image Watermarking Based on SNR. Computer Engineering 29, 70–73 (2003) (In Chinese)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Department of Computer Science and Engineering, Chongqing University, 400044, Chongqing, P. R. China

    Guoping Tang & Xiaofeng Liao

  2. Logistical Engineering University of PLA, 400016, Chongqing, P. R. China

    Guoping Tang

Authors
  1. Guoping Tang
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Xiaofeng Liao
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. School of Electronic and Information Engineering, Dalian University of Technology, 116023, Dalian, China

    Fu-Liang Yin

  2. Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong, China

    Jun Wang

  3. School of Electronic and Information Engineering, Dalian University of Technology, 116023, Dalian, Liaoning, China

    Chengan Guo

Rights and permissions

Reprints and permissions

Copyright information

© 2004 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Tang, G., Liao, X. (2004). A Neural Network Based Blind Watermarking Scheme for Digital Images. In: Yin, FL., Wang, J., Guo, C. (eds) Advances in Neural Networks - ISNN 2004. ISNN 2004. Lecture Notes in Computer Science, vol 3174. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-28648-6_103

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-28648-6_103

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-22843-1

  • Online ISBN: 978-3-540-28648-6

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics

Search

Navigation