Sentence examples for utilize prior information from inspiring English sources

These strategies utilize prior information, extracted from the target video sequence, and visual context cues to assign a weight for each sample returned by the proposal strategies.

Contemporary CASA schemes utilize oscillatory correlations [4], and common amplitude modulation [5], but do not utilize prior information regarding the source signals and their number.

One key contribution of this paper is that the proposed approach, unlike the earlier ones, is able to utilize prior information in the segmentation process.

Among methods that utilize prior information on isoform structure, Cuffdiff2 [ 26] either uses the known isoform-structure information or uses information on isoform structure inferred from the RNA-Seq alignment data by Cufflinks [ 33].

The proposed algorithm tracks features over an image sequence in real-time, as opposed to our previous technique which registers images without utilizing prior information.

The model is implemented in Excel/VBA coupled with (1) an inverse solution that utilizes prior information on model parameters and their uncertainty to condition the solution, and (2) an error analysis module that computes parameter covariances and total prediction uncertainty due to regression error and parameter uncertainty.

The method utilizes prior information from existing databases and performs inference of gene regulatory networks through a Gibbs sampling algorithm that the authors developed.

To solve this problem, we propose utilizing prior information of last reconstruction to restrict the range of the pixels where the target may locate and to guide the next measurements.

It effectively utilize prior facial information and incorporate the visibility term to classify static and dynamic pixels for robust depth estimation.

To resolve these issues, it was suggested to utilize prior biological knowledge or known pathway information, and thus to incorporate a set of related SNPs, which leads a smaller number of tests.

Given the large body of research directed towards reconstructing population structure and genetic distinctiveness of the extant named taxa of G. nigra [ 12, 13, 21, 22], analyses were run using a model that utilized prior population information, as recommended by [ 16].