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Steganalysis Using Higher-Order Image Statistics
IEEE Transactions on Information Forensics and Security, 2006Techniques for information hiding (steganography) are becoming increasingly more sophisticated and widespread. With high-resolution digital images as carriers, detecting hidden messages is also becoming considerably more difficult. We describe a universal approach to steganalysis for detecting the presence of hidden messages embedded within digital ...
Siwei Lyu, Hany Farid
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Higher-order statistics and extreme waves
Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics, 2002A sparse second-order time-domain Volterra model is used to decompose a random (sea) wave train into its first- and second-order components. Extreme waves are shown to result from short-term phase locking of the first- and second-order components. The feasibility of using a wavelet-based bicoherence "spectrum" to detect the strong, but short lived ...
E.J. Powers +4 more
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Higher-order statistics: Discussion and interpretation
Measurement, 2013Abstract The focus of the present review paper is the interpretation and estimation of the measurements based in higher-order statistics both in the time and in the frequency domains; and is concerned with statistical signal processing applied in scientific methods.
Juan José González de la Rosa +3 more
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An Optimal Statistic Based on Higher Order Gaps
Biometrika, 1979SUMMARY The family of statistics based on mth-order gaps from a uniform sample, obtained by summing a suitably regular function of each gap, is investigated. Holst (1979) has established asymptotic normality together with explicit expressions for the mean and variance.
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Thresholding for higher-order statistical denoising
SPIE Proceedings, 2008Hard thresholding seems to work well for denoising signals using higher-order statistics. We statistically examined the best values for hard thresholding and related this to the fraction of wavelet coefficients set to zero to obtain the minimum MSE.
Samuel P. Kozaitis, Tim Young
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Adaptive approximation of higher order posterior statistics
Journal of Computational Physics, 2014zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Higher-order statistics used for decomposition of SEMGs
Proceedings 12th IEEE Symposium on Computer-Based Medical Systems (Cat. No.99CB36365), 2003The paper describes a higher-order statistics (HOS) approach feasible for decomposition of compound signals. Our novel method introduces asymptotically exact interpolation-based computation of bicepstra with no aliasing. We analysed it in order to establish the conditions under which surface electromyograms (SEMGs) could be decomposed onto their ...
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Nonlinear systems and higher-order statistics with applications
Signal Processing, 1996zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Bibliography on higher-order statistics
Signal Processing, 1997Ananthram Swami +2 more
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Nonlinear systems and higher-order statistics
[1993 Proceedings] IEEE Signal Processing Workshop on Higher-Order Statistics, 2002The author illustrates various ways higher order statistics are used in the analysis of various nonlinear models. The Navier-Stokes equation is used to illustrate the nonlinear interaction of different wave numbers in a homogeneous velocity field. A hybrid method is used to illustrate the estimation of bispectral density function of a continuous-time ...
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