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Multi block based image watermarking in wavelet domain using genetic programming
Joint Authors
Seng, Woo Chaw
Abbasi, Almas
Ahmad, Imran Shafiq
Source
The International Arab Journal of Information Technology
Issue
Vol. 11, Issue 6 (30 Nov. 2014)8 p.
Publisher
Publication Date
2014-11-30
Country of Publication
Jordan
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
The increased utilization of internet in sharing and distribution of digital data makes it is very difficult to maintain copyright and ownership of data.
Digital watermarking offers a method for authentication and copyright protection.
We propose a blind, still image, Genetic Programming (GP) based robust watermark scheme for copyright protection.
In this scheme, pseudorandom sequence of real number is used as watermark.
It is embedded into perceptually significant blocks of vertical and horizontal sub-band in wavelet domain to achieve robustness.
GP is used to structure the watermark for improved imperceptibility by considering the Human Visual System (HVS) characteristics such as luminance sensitivity and self and neighbourhood contrast masking.
We also present a GP function which determines the optimal watermark strength for selected coefficients irrespective of the block size.
Watermark detection is performed using correlation.
Our experiments show that in proposed scheme the watermark resists image processing attack, noise attack, geometric attack and cascading attack.
We compare our proposed technique with other two genetic perceptual model based techniques.
Comparison results show that our multiblock based technique is approximately 5 %, and 23 % more robust, then the other two compared techniques.
American Psychological Association (APA)
Abbasi, Almas& Seng, Woo Chaw& Ahmad, Imran Shafiq. 2014. Multi block based image watermarking in wavelet domain using genetic programming. The International Arab Journal of Information Technology،Vol. 11, no. 6.
https://search.emarefa.net/detail/BIM-380147
Modern Language Association (MLA)
Abbasi, Almas…[et al.]. Multi block based image watermarking in wavelet domain using genetic programming. The International Arab Journal of Information Technology Vol. 11, no. 6 (Nov. 2014).
https://search.emarefa.net/detail/BIM-380147
American Medical Association (AMA)
Abbasi, Almas& Seng, Woo Chaw& Ahmad, Imran Shafiq. Multi block based image watermarking in wavelet domain using genetic programming. The International Arab Journal of Information Technology. 2014. Vol. 11, no. 6.
https://search.emarefa.net/detail/BIM-380147
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-380147