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Again, after each learning step, each distributed entity updates the mean and standard deviation parameters according to the overall experience.
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Updating the mean points.
After the pixels for updating were selected, we would update the mean and standard deviation of Gaussian model.
In this article, speaker adaptation is performed by updating the mean vectors of the output distribution of an HMM.
The two-step method is used for updating the mean values of the structural parameters and subsequently estimating the interval radii.
After updating, the mean error in natural frequencies is decreased from 3.23% to 2.34%, and the average MAC number is increased from 0.87 to 0.94.
Moreover, Scott et al. [26] updated the mean and variance information by Kalman filter updating equations for maintaining the modeled background.
THEN update the mean width wmean with the value w j and remove (i.e., set to 0) the upmost w j pixels with a value of 1 in the j th column of the binary mask.
The BL model can be updated with new training data simply by updating the mean vector and pooled within-sample covariance matrix estimates using simple recursive relationships, whereas the LR model is not so simple to update.
Entering new correctly classified cases into the training set is a straightforward procedure, since it merely involves updating the mean vector and covariance matrix estimates using simple recursive relationships.
In the algorithm using the hierarchical model, we updated the hierarchical distributions alongside the regular parameter updates, and the mean and variance reported are calculated from the distributions constructed using the mean of the chains for the hierarchical parameters.
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