Adaptive digital image watermarking based on predictive embedding and a Dynamic Fuzzy Inference System model

Authors:
Nizar Sakr;Jiying Zhao;Voicu Z. Groza
Affiliations:
School of Information Technology and Engineering, University of Ottawa, 800 King Edward Ave., Ottawa, ON K1N 6N5, Canada.;School of Information Technology and Engineering, University of Ottawa, 800 King Edward Ave., Ottawa, ON K1N 6N5, Canada.;School of Information Technology and Engineering, University of Ottawa, 800 King Edward Ave., Ottawa, ON K1N 6N5, Canada
Venue:
International Journal of Advanced Media and Communication
Year:
2007

Citing 14
Cited 2

The JPEG still picture compression standard

Communications of the ACM - Special issue on digital multimedia systems
Fuzzy systems theory and its applications

Fuzzy systems theory and its applications
Essentials of fuzzy modeling and control

Essentials of fuzzy modeling and control
Techniques for data hiding

IBM Systems Journal
Neuro-fuzzy and soft computing: a computational approach to learning and machine intelligence

Neuro-fuzzy and soft computing: a computational approach to learning and machine intelligence
A DCT-domain system for robust image watermarking

Signal Processing
Perceptually tuned robust watermarking scheme for digital images

Pattern Recognition Letters
Digital watermarking

Digital watermarking
Optimum Decoding of Non-additive Full Frame DFT Watermarks

IH '99 Proceedings of the Third International Workshop on Information Hiding
An Entropy Masking Model for Multimedia Content Watermarking

HICSS '04 Proceedings of the Proceedings of the 37th Annual Hawaii International Conference on System Sciences (HICSS'04) - Track 7 - Volume 7
Learning fuzzy inference systems using an adaptive membership function scheme

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Image-adaptive watermarking using visual models

IEEE Journal on Selected Areas in Communications
Secure spread spectrum watermarking for multimedia

IEEE Transactions on Image Processing
Improved wavelet-based watermarking through pixel-wise masking

IEEE Transactions on Image Processing

A new robust watermarking scheme to increase image security

EURASIP Journal on Advances in Signal Processing
A robust biometric dual watermarking technique with hand vein patterns for digital images

International Journal of Biometrics

Quantified Score

Hi-index	0.00

Visualization

Abstract

This paper presents a novel robust watermarking technique intended for the application of copyright protection. A dynamic fuzzy inference system is modelled and used in conjunction with a model of the Human Visual System (HVS) to compute the adaptive strength and length of the watermark. The proposed fuzzy logic technique relies on the statistical distributions of the HVS-generated data to accurately approximate the relationship found between all properties of the visual model. In addition, we introduce a predictive watermark embedding algorithm that exploits the average power of the frequency-domain image coefficients to optimise the watermarking process.