An image watermarking technique based on support vector regression

  title={An image watermarking technique based on support vector regression},
  author={Chun-hua Li and Zheng-ding Lu and Ke Zhou},
  journal={IEEE International Symposium on Communications and Information Technology, 2005. ISCIT 2005.},
A new image watermarking technique based on support vector regression (SVR) is proposed in this paper. It uses support vector machine (SVM) to embed the watermark and gains satisfying results. Due to the good learning and generalization capability in the processing of small-sample learning problems, SVR can well memorize the relationship between the random selected pixel and its neighboring pixels in an image. Then, a bit of the watermark is embedded or extracted by adjusting or comparing the… CONTINUE READING
Highly Cited
This paper has 21 citations. REVIEW CITATIONS


Publications citing this paper.
Showing 1-10 of 14 extracted citations

Image watermarking method in multiwavelet domain based on support vector machines

Journal of Systems and Software • 2010
View 5 Excerpts
Highly Influenced

Subsampling-Based Wavelet Watermarking Algorithm Using Support Vector Regression

EUROCON 2007 - The International Conference on "Computer as a Tool" • 2007
View 4 Excerpts
Highly Influenced

A novel image watermarking scheme against desynchronization attacks by SVR revision

J. Visual Communication and Image Representation • 2008
View 8 Excerpts
Highly Influenced

Multi image watermarking using Lagrangian support vector regression

2016 IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT) • 2016

Lagrangian support vector regression based image watermarking in wavelet domain

2015 2nd International Conference on Signal Processing and Integrated Networks (SPIN) • 2015
View 3 Excerpts

Based on SVR Adaptive Watermarking Technique in DCT Domain

2009 International Conference on Management and Service Science • 2009

Color Image Watermarking Scheme Based on Support Vector Regression

2009 Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing • 2009
View 1 Excerpt


Publications referenced by this paper.
Showing 1-5 of 5 references

Adaptive digital watermarking using neural network technique [ J ]

Lou D Ch, L LiuJ, Hu M Ch.
Proceedings of the IEEE • 2003

Neural network based watermarking for image authentication [ J ]

Zhang Jun, Wang Neng-Chao
Journal of Computer - Aided Design & Computer Graphics • 2003

Maximizing strength of digital watermarks using neural networks[J

K JDavis, K. Najarian
Proceedings of the IEEE, • 2001
View 1 Excerpt

The Natural of Statistical Learning Theory[M

V N.Vapnik
New York: Springer-Verlag, • 2000
View 2 Excerpts

Similar Papers

Loading similar papers…