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The weights used for temporal filtering are derived from the motion estimation reliabilities and from the noise standard deviation estimate.
Therefore, a short window seems necessary to quickly adapt the standard deviation estimate in transients.
Consequently, there is no reason to keep this trend in the standard deviation estimate.
with (hat {boldsymbol {sigma }}_{jks}^{0}) denoting the standard deviation estimate in each spatial direction of the feature space.
Each mean and standard deviation estimate has been generated using a Monte Carlo sample size of 105, together with the Pareto parameter estimation algorithm developed in [27].
Then, the noise standard deviation estimate is used instead of the unknown true value in the expression of a statistical test, also designed for noisy sparse signal representations.
Similar(31)
The standard deviation estimates show that the estimator is efficient.
Error bars are one standard deviation, estimated from bootstrap resampling of the stratigraphic ranges of species with 1000 iterations.
where x is a, m, s, or t and σ x is the standard deviation estimated with all the d x (f,g) with ( f, g ) ∈ Z × Z.
These two values are in the same order of magnitude as the smallest and largest standard deviation estimates of the temperature time series respectively.
The standard deviation estimates would be considerably different if we modelled the time series using independent normal variables (Tyralis and Koutsoyiannis 2011).
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