To quantify the improvement in the smoothness of the CGM time series thanks to the denoising module, we resorted to the energy of the second order differences (ESOD) of the CGM time series, a quantity widely used in the smoothing and regularization signal-processing literature to evaluate the smoothness of a profile (26, 34).
A key issue that needs to be considered is how to determine the degree of smoothness (i.e., smoothing parameter, λ) in the smoothing process.
In the next smoothing interval, the target state with respect to scan k−N is ignored (as it was updated in the last smoothing interval), and a future scan k+1 is added in the smoothing interval to smooth the track state at scan k−N+1.
The structure is shown to reduce the number of multipliers in the smoothing application.
Polishing of the aggregate is the reduction in microtexture, resulting in the smoothing and rounding of exposed aggregates.
The maximum permissible probability of imitation to maintain full cooperation decreases with the increase in the smoothing constant.
Inserting constraints in the smoothing of f allows us to overcome the traditional error-driven approximation of f, which does not provide constraints on the preserved topological features.
The increase in the target rate accompanied a change in the smoothing formula designed to dampen the volatility of the flow of funds released from the Endowment to support Yale's operations.
He's also made some of the most relatable hip-hop and R&B of the last decade, and has long been a willing participant in the smoothing out of hip-hop's rough edges for broader palatability.
In this paper, in order to measure the effectiveness of online video smoothing methods, we propose a benchmark algorithm, which provides an upper bound on some of the performance metrics in the smoothing results.
Although very simple iterative equation is employed in the smoothing procedure, experiments demonstrate that the approach is able to not only effectively address the problem of shrinkage and distortion but also preserve features very well.
