Digital watermarking based on neural networks for color images
Signal Processing - Special section on digital signal processing for multimedia communications and services
Multi-Objective Optimization Using Evolutionary Algorithms
Multi-Objective Optimization Using Evolutionary Algorithms
The first 50 years of electronic watermarking
EURASIP Journal on Applied Signal Processing - Emerging applications of multimedia data hiding
Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy
Evolutionary Computation
A robust content-based digital image watermarking scheme
Signal Processing
Multiuser-based shadow watermark extraction system
Information Sciences: an International Journal
Reversible hiding in DCT-based compressed images
Information Sciences: an International Journal
Human visual system based adaptive digital image watermarking
Signal Processing
Fidelity-guaranteed robustness enhancement of blind-detection watermarking schemes
Information Sciences: an International Journal
A Novel Blind Image Watermarking Scheme Based on Support Vector Machine in DCT Domain
CIS '08 Proceedings of the 2008 International Conference on Computational Intelligence and Security - Volume 02
Adaptive Image Watermarking Approach Based on Kernel Clustering and HVS
WILF '09 Proceedings of the 8th International Workshop on Fuzzy Logic and Applications
Wavelet-based copyright-protection scheme for digital images based on local features
Information Sciences: an International Journal
Curvelet based face recognition via dimension reduction
Signal Processing
Wireless heterogeneous transmitter placement using multiobjective variable-length genetic algorithm
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on cybernetics and cognitive informatics
Invariant pattern recognition using contourlets and AdaBoost
Pattern Recognition
Robust watermarking and compression for medical images based on genetic algorithms
Information Sciences: an International Journal
Rotation invariant watermark embedding based on scale-adapted characteristic regions
Information Sciences: an International Journal
Image watermarking method in multiwavelet domain based on support vector machines
Journal of Systems and Software
Information Sciences: an International Journal
Information Sciences: an International Journal
Perceptually adaptive spread transform image watermarking scheme using Hadamard transform
Information Sciences: an International Journal
A new approach for optimization in image watermarking by using genetic algorithms
IEEE Transactions on Signal Processing
Multiobjective evolutionary algorithms: a comparative case studyand the strength Pareto approach
IEEE Transactions on Evolutionary Computation
A fast and elitist multiobjective genetic algorithm: NSGA-II
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Information Theory
Fuzzy-ART based adaptive digital watermarking scheme
IEEE Transactions on Circuits and Systems for Video Technology
A chaotic digital secure communication based on a modified gravitational search algorithm filter
Information Sciences: an International Journal
Intelligent reversible watermarking and authentication: Hiding depth map information for 3D cameras
Information Sciences: an International Journal
Information Sciences: an International Journal
Adaptive image data hiding in edges using patched reference table and pair-wise embedding technique
Information Sciences: an International Journal
A learning-based audio watermarking scheme using kernel Fisher discriminant analysis
Digital Signal Processing
Black hole: A new heuristic optimization approach for data clustering
Information Sciences: an International Journal
A co-evolutionary multi-objective optimization algorithm based on direction vectors
Information Sciences: an International Journal
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In accordance with the multi-objective nature of image watermarking, an optimal image watermarking approach using a multi-objective genetic algorithm is presented in this paper. Both watermarking parameters and embedding positions are often important factors affecting the performance of watermarking systems. The proposed multi-objective watermarking method can automatically optimize system parameters, and a variable-length mechanism is specially designed to search the most suitable positions for embedding watermarks. The method can also remove the difficult issue of determining optimal watermarking parameters from previous watermarking algorithms. The proposed multi-objective watermarking method directly deals with the problem of optimizing watermarking under non-dominated meaning, thus it can effectively avoid the difficulty of determining the optimally weighted factor in existing single-objective watermarking schemes. In addition, a Pareto-optimal set generated by multi-objective optimization can provide flexibility in selecting the most suitable watermarking parameters according to practical requirements.