Multimedia authenticity protection with ICA watermarking and digital bacteria vaccination
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
ICA for watermarking digital images
The Journal of Machine Learning Research
ICA for watermarking digital images
The Journal of Machine Learning Research
WMicaD: a new digital watermarking technique using independent component analysis
EURASIP Journal on Advances in Signal Processing
A simple ICA-based digital image watermarking scheme
Digital Signal Processing
A Novel Original Streaming Video Wavelet Domain Watermarking Algorithm in Copyright Protection
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Image Digital Watermarking Technique Based on Kernel Independent Component Analysis
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The RST invariant digital image watermarking using Radon transforms and complex moments
Digital Signal Processing
Quantized based image watermarking in an independent domain
Image Communication
A copy attack resilient blind watermarking algorithm based on independent feature components
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Digital image watermarking using independent component analysis
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
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IWDW'04 Proceedings of the Third international conference on Digital Watermarking
Robust blind image watermarking with independent component analysis: a embedding algorithm
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Secure watermarking on 3d geometry via ICA and orthogonal transformation
Transactions on Data Hiding and Multimedia Security VII
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The authors propose a new solution to the watermarking of digital images. This approach uses independent component analysis (ICA) to project the image into a basis with its components as statistically independent as possible. The watermark is then introduced in this representation of the space. Thus, the change of basis is the key of the steganography problem. The algorithm applied to the fragile watermarking problem locates any change in the image since it also applies to the watermark. The problem of robust watermarking is also addressed from this new point of view. Some results are included to illustrate the method.