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A Statistical Watermark Detection Technique Without Using Original Images for Resolving Rightful Ownerships of Digital Images (0)

by W Zeng, B Liu
Venue:IEEE Transactions on Image Processing
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On Resolving Rightful Ownerships of Digital Images by Invisible Watermarks

by Wenjun Zeng, Bede Liu , 1997
"... Digital watermarking has been recently proposed as the mean for copyright protection of multimedia data. This paper first discusses some scenarios in which many current watermarking schemes fail to resolve the rightful ownership of an image. We then identify the key problems and discuss some crucial ..."
Abstract - Cited by 36 (4 self) - Add to MetaCart
Digital watermarking has been recently proposed as the mean for copyright protection of multimedia data. This paper first discusses some scenarios in which many current watermarking schemes fail to resolve the rightful ownership of an image. We then identify the key problems and discuss some crucial requirements for a valid invisible watermark detection. In particular, we argue that, for the particular application of resolving rightful ownership using invisible watermarks, it might be crucial to require that the original image not be directly involved in the watermark detection process. A general framework for validly detecting the invisible watermarks is then proposed. We show the effectiveness of this technique based on some visual, model-based watermarking schemes.

Digital Watermarking: Algorithms and Applications

by Christine I. Podilchuk, Edward J. Delp , 2001
"... ..."
Abstract - Cited by 36 (9 self) - Add to MetaCart
Abstract not found

A Svd-Based Watermarking Scheme For Protecting Rightful Ownership

by Ruizhen Liu, Tieniu Tan - IEEE TRANSACTIONS ON MULTIMEDIA , 2002
"... Digital watermarking has been proposed as a solution to the problem of copyright protection of multimedia documents in networked environments. There are two important issues that watermarking algorithms need to address. Firstly, watermarking schemes are required to provide trustworthy evidence for p ..."
Abstract - Cited by 35 (0 self) - Add to MetaCart
Digital watermarking has been proposed as a solution to the problem of copyright protection of multimedia documents in networked environments. There are two important issues that watermarking algorithms need to address. Firstly, watermarking schemes are required to provide trustworthy evidence for protecting rightful ownership; Secondly, good watermarking schemes should satisfy the requirement of robustness and resist distortions due to common image manipulations (such as filtering, compression, etc.). In this paper, we propose a novel watermarking algorithm based on singular value decomposition (SVD). Analysis and experimental results show that the new watermarking method performs well in both security and robustness.

Cocktail Watermarking for Digital Image Protection

by Chun-Shien Lu, Shih-kun Huang, Chwen-jye Sze, Hong-yuan Mark Liao - IEEE Transactions on Multimedia , 2000
"... A novel image protection scheme called "cocktail watermarking" is proposed in this paper. We analyze and point out the inadequacy of the modulation techniques commonly used in ordinary spread spectrum watermarking methods and the visual model-based ones. To resolve the inadequacy, two watermarks whi ..."
Abstract - Cited by 28 (3 self) - Add to MetaCart
A novel image protection scheme called "cocktail watermarking" is proposed in this paper. We analyze and point out the inadequacy of the modulation techniques commonly used in ordinary spread spectrum watermarking methods and the visual model-based ones. To resolve the inadequacy, two watermarks which play complementary roles are simultaneously embedded into a host image. We also conduct a statistical analysis to derive the lower bound of the worst likelihood that the better watermark (out of the two) can be extracted. With this "high" lower bound, it is ensured that a "better" extracted watermark is always obtained. From extensive experiments, results indicate that our cocktail watermarking scheme is remarkably effective in resisting various attacks, including combined ones.

Multimedia Data Hiding

by Min Wu - in Digital Binary Image,” IEEE Int. Conf. Multimedia and Expo, ICME’00 , 2002
"... The digital information revolution has brought about profound changes in our society and our lives. The many advantages of digital information have also generated new challenges and new opportunities for innovation. This thesis discusses the issues regarding multimedia data hiding and its applicatio ..."
Abstract - Cited by 27 (7 self) - Add to MetaCart
The digital information revolution has brought about profound changes in our society and our lives. The many advantages of digital information have also generated new challenges and new opportunities for innovation. This thesis discusses the issues regarding multimedia data hiding and its application to multimedia security and communication, addressing both theoretical and practical aspects, and tackling both design and attack problems. In the fundamental part, we identify a few key elements of data hiding through a layered structure. Data hiding is modeled as a communication problem where the embedded data is the signal to be transmitted. Various embedding mechanisms target different robustness-capacity tradeoffs. We study this tradeoff for two major categories of embedding mechanisms. In addition, we have found that the un-evenly distributed embedding capacity brings difficulty in data hiding. We propose a comprehensive solution to this problem, addressing the considerations for choosing constant or variable embedding rate and enhancing the performance for each case.

A Wavelet-based Watermarking Algorithm for Ownership Verification of Digital Images

by Yiwei Wang, John F. Doherty:, Student Member, John F. Doherty, Senior Member, Robert E. Van Dyckt - IEEE Transactions on Image Processing , 2002
"... In recent years, access to multimedia data has become much easier due to the rapid growth of the Internet. While this is usually considered an improvement of everyday life, it also makes unauthorized copying and distributing of multimedia data much easier, therefore presenting a challenge in the fie ..."
Abstract - Cited by 25 (0 self) - Add to MetaCart
In recent years, access to multimedia data has become much easier due to the rapid growth of the Internet. While this is usually considered an improvement of everyday life, it also makes unauthorized copying and distributing of multimedia data much easier, therefore presenting a challenge in the field of copyright protection. Digital watermarking, which is inserting copyright information into the data, has been proposed to solve the problem. In this paper, we first discuss the features that a practical digital watermarking system for ownership verification requires. Besides perceptual invisibility and robustness, we claim that the private control of the watermark is also very important. Second, we present a novel wavelet-based watermarking algorithm. Experimental results and analyses are then given to demonstrate that the proposed algorithm is effective and can be used in a practical system.

Forensic Analysis of Nonlinear Collusion Attacks for Multimedia Fingerprinting

by H. Vicky Zhao, Min Wu, Z. Jane Wang, K. J. Ray Liu - IEEE Transactions on Image Processing , 2005
"... Abstract—Digital fingerprinting is a technology for tracing the distribution of multimedia content and protecting them from unauthorized redistribution. Unique identification information is embedded into each distributed copy of multimedia signal and serves as a digital fingerprint. Collusion attack ..."
Abstract - Cited by 14 (4 self) - Add to MetaCart
Abstract—Digital fingerprinting is a technology for tracing the distribution of multimedia content and protecting them from unauthorized redistribution. Unique identification information is embedded into each distributed copy of multimedia signal and serves as a digital fingerprint. Collusion attack is a cost-effective attack against digital fingerprinting, where colluders combine several copies with the same content but different fingerprints to remove or attenuate the original fingerprints. In this paper, we investigate the average collusion attack and several basic nonlinear collusions on independent Gaussian fingerprints, and study their effectiveness and the impact on the perceptual quality. With unbounded Gaussian fingerprints, perceivable distortion may exist in the fingerprinted copies as well as the copies after the collusion attacks. In order to remove this perceptual distortion, we introduce bounded Gaussian-like fingerprints and study their performance under collusion attacks. We also study several commonly used detection statistics and analyze their performance under collusion attacks. We further propose a preprocessing technique of the extracted fingerprints specifically for collusion scenarios to improve the detection performance. Index Terms—Digital forensics, multimedia fingerprinting, nonlinear collusion attacks, spread spectrum embedding, traitor tracing. I.

Objects as intensions

by Trista Pei-chun Chen, Tsuhan Chen, Watermarked Image - Proceedings of the Fifth International Conference and Symposium on Logic Programming , 1988
"... count ..."
Abstract - Cited by 9 (0 self) - Add to MetaCart
Abstract not found

RST-invariant digital image watermarking based on log-polar mapping and phase correlation

by Dong Zheng, Student Member, Jiying Zhao, Abdulmotaleb El Saddik, Senior Member Ieee - IEEE Trans. Circuits Syst. Video Technol , 2003
"... Abstract — Based on log-polar mapping and phase correlation, this paper presents a novel digital image watermarking scheme that is invariant to rotation, scaling, and translation (RST). We embed watermark in the log-polar mappings of Fourier magnitude spectrum of original image, and use the phase co ..."
Abstract - Cited by 9 (0 self) - Add to MetaCart
Abstract — Based on log-polar mapping and phase correlation, this paper presents a novel digital image watermarking scheme that is invariant to rotation, scaling, and translation (RST). We embed watermark in the log-polar mappings of Fourier magnitude spectrum of original image, and use the phase correlation between the LPM of the original image and the LPM of the watermarked image to calculate the displacement of watermark positions in LPM domain. The scheme preserves the image quality by avoiding computing inverse log-polar mapping (ILPM), and produces smaller correlation coefficient for unwatermarked images by using phase correlation to avoid exhaustive search. The evaluations demonstrate that the scheme is invariant to rotation and translation, invariant to scaling when the scale is in a reasonable range, and very robust to JPEG compression. Keywords — digital image watermarking RST invariant Fourier-Mellin Transform LPM ILPM cross-power spectrum phase correlation I.

Hidden messages in heavy-tails: DCTdomain watermark detection using alpha-stable models

by Alexia Briassouli, Panagiotis Tsakalides, Athanasios Stouraitis, Senior Member - IEEE Transactions on Multimedia
"... Abstract—This paper addresses issues that arise in copyright protection systems of digital images, which employ blind watermark verification structures in the discrete cosine transform (DCT) domain. First, we observe that statistical distributions with heavy algebraic tails, such as the alpha-stable ..."
Abstract - Cited by 8 (1 self) - Add to MetaCart
Abstract—This paper addresses issues that arise in copyright protection systems of digital images, which employ blind watermark verification structures in the discrete cosine transform (DCT) domain. First, we observe that statistical distributions with heavy algebraic tails, such as the alpha-stable family, are in many cases more accurate modeling tools for the DCT coefficients of JPEGanalyzed images than families with exponential tails such as the generalized Gaussian. Motivated by our modeling results, we then design a new processor for blind watermark detection using the Cauchy member of the alpha-stable family. The Cauchy distribution is chosen because it is the only non-Gaussian symmetric alphastable distribution that exists in closed form and also because it leads to the design of a nearly optimum detector with robust detection performance. We analyze the performance of the new detector in terms of the associated probabilities of detection and false alarm and we compare it to the performance of the generalized Gaussian detector by performing experiments with various test images. Index Terms—Alpha-stable distributions, discrete cosine transform, image watermarking, Neyman–Pearson detector, statistical modeling. I.
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