Sentence examples for by exploiting the statistics from inspiring English sources
In this context, BSIF filters are learned by exploiting the statistics of natural images rather than using manually built filters.
One can easily estimate {αi} from {yi} for some choices of A. For instance, if the entries of the projection matrix A are drawn from N ( 0, 1 / K ), the {αi} can be estimated using a maximum likelihood estimator (MLE) by exploiting the statistics of the projection matrix and noise.
As shown in a previous study [29], the oversmoothing could be compensated by exploiting the neighborhood statistics over a pixel to be denoised.
With predictive caching, the network can predict the type of contents that will be most likely demanded, whereas in proactive caching, the network predicts the UEs future demands by tracking and exploiting the statistics of UEs' content request profiles.
It distinguishes between LOS and NLOS channel conditions by exploiting the amplitude or the delay statistics of the UWB channels.
The minimization is achieved by exploiting the source rate distortion characteristics and the statistics of the available codes.
From Figure 3 one can see that it is possible to achieve a significant speed-up by exploiting the parallelism in read and base statistics computation using Hadoop.
On the other hand, by exploiting the whole received signal through its second-order statistics, the proposed method offers good performance even with one pilot and still outperforms the frequency domain approach (even with much larger number of pilots).
These approaches offer good solutions: they essentially build statistics for devising a BG model by exploiting the principle of temporal persistence (elements of the scene which appear continuously with the same layout represent the BG) and spatial continuity (i.e., homogeneously colored surfaces or portions of the scene which exploit edge continuity belong to the BG).
By exploiting the intrinsic correlation among consecutive probes, we calculate and assign a score (test statistics) to each CNA unit instead of each single probe, based on both the amplitude and frequency of CNAs within the unit.
