Statistical distributions for the harmonic mode image (up) and the images after filtering (bottom).
In Section 3, particular
statistical distributions are selected as inputs in order to obtain closed-form formulae for the PDFs of interest, thus easing the computation of the model outcomes.
Specifying uncertainty as [gamma][V.sub.t], + [theta][M.sub.t], matches the even-numbered moments of a
statistical distribution. The first term ([gamma][V.sub.t],) corresponds to volatility; the second term ([theta][M.sub.t]), to kurtosis.
[12.] FORBES, Catherine; EVANS, Merran; HASTINGS, Nicholas; PEACOK, Brian
Statistical Distributions. 4th edition, New York: Wiley, 2011.
In the following, we continue to explore the use of case-based entropy in comparing systems described by
statistical distributions. However, we now go beyond our prior work in the following ways.
(4), (2), (6) generalizes our method to modes with any underlying combinations of
statistical distributions.
Modeling the NSCT Transform Subband Coefficients as
Statistical Distribution. We discuss the statistical models of NSCT coefficients, and, in particular, we take a closer look into the characteristic distributions which arise in some cases of natural images.
A major advantage with the model is that one can compute the exact
statistical distributions of different slope variables, without relying only on simulations.
Table 2 provides further information on the ability of other
statistical distributions to characterize the retentions as measured by [AIC.sub.c].
Frame sizes of H.264/MPEG4 AVC encoded video have been modelled with well-known
statistical distributions. The main results have shown that the Gamma and Weibull distributions give appropriate
statistical distributions of video frame sizes.
Normal or Gaussian distribution is one of the most used
statistical distributions, and most statistical methods accept the hypothesis of normal distribution of data.
The change image in Bangkok area is plotted against all selected
statistical distributions with optimum, narrower and wider threshold values to further improve the confidence.
