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Indeed, let (mu _{k}^{(t)},k=1,ldots,K) be the shared K means at iteration t and let (w_{k}^{(t)}(x,y)) and (sigma _{k}^{(t)}(x,y)) be the prior distribution and the standard deviation of component k of pixel (x,y), respectively.
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Then, the mean and standard deviation of texture component are used to evaluate the local luminance and contrast similarity; the gradient magnitude of edge component is used to evaluate the local structural similarity.
However, for the sake of the weaker In-As chemical bond, this approach may lead to the deviation of indium component of InGaAs capping layer from the setting value and may even cause the InAs QDs to dissolve.
By allowing the standard deviation of each component to be a function of the past of the observed process, a better modeling of the conditional probability distribution function of future observations is obtained.
Figure 2a shows the mean solar wind velocity, V, mean flow angle Φ V, density, n p, magnetic field magnitude, |B|, and standard deviation of IMF B Z component, σ Bz, over 12 days centered at the key time (day 0).
The overall probabilities for each case (solid lines) are bracketed by a pair of curves (broken lines) for data corresponding to low and high (below and above median) values of the mean solar wind velocity, V (dashed lines), magnetic field magnitude, |B| (dash-dot line), and standard deviation of IMF B Z component, σ Bz (dotted line).
1) Calculating the CDF tables: using each Gaussian mixture m, 1 ≤ m ≤ M, and for each component k, 1 ≤ k ≤ K, the cumulative histogram is estimated by considering a large number of bins V (e.g., 100) uniform intervals calculated between μ m − 4σ m and μ m + 4σ m where μ m is the mean and σ m is the standard deviation of the component at mixture m. .
Furthermore, they are sensitive to non-stationarities and non-normal higher order moments in the time series signal, as they can be expected by muscle activity which typically is not present equally strong over the full duration of 10 min. 1. k 1, λ, k 2 and Fit Error describe the deviation of a component's spectrum from a prototypical 1/frequency curve and its shape.
To overcome this difficulty, the method of phase difference standard deviation of frequency components is applied.
In this work, polarization deviation and retardation deviation of polarization components are considered into the interference visibility.
Let and be the mean and the standard deviation of the components of the vector, where with a positive integer.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com