Sentence examples for background models based on from inspiring English sources

BE-AAPSA is based on a previously developed system, where two adaptive background models based on weight arrays with temporal learning mechanism identify dynamic objects within a video scene.

In [104], an algorithm for background modeling based on spatiotemporal patches especially suited for night outdoor scenes is presented.

Second, a background model based on GMM (GMM-UBM) of M mixture components is trained using data from all classes.

Chen et al. [6] suggested a hierarchical background model based on the fact that the background images consist of different objects whose conditions may change frequently.

Using Parzen density estimation and foreground object detection, a fast estimation method was presented[22] and an automatic background modeling based on multivariate non-parametric KDE was proposed[23].

For motif discovery in Brassicaceae, we used a background model based on Arabidopsis promoters, for Fabaceae we used a background model based on soybean promoters, and for motif discovery in Poaceae we used a background model based on rice promoters.

A background model based on local minima was used by Tyson et al. (1986).

From the model for the non-stabilized class, we striped off all sequence information, replacing it by a background model based on the mononucleotide frequencies of the pseudogenome.

We used a background model based on the entire set of intergenic regions (3396 sequences) in C. parvum to train these algorithms.

The thermodynamic stability of pre-miRNAs is examined as previously reported [ 21], but also used a background model based on the random and shuffled pseudo pre-miRNAs.

Advantages of the algorithm over other approaches include (i) the enumerative-guaranteed optimality of seed selection; (ii) a background model based on empirical distribution of SMDs; and (iii) efficient data structures that make background and motif computations relatively fast at moderate seed lengths.