Sentence examples for learnt models from inspiring English sources

However, many algorithms do not convey information about the relevance of features with respect to particular activity values in the learnt models.

In this paper, we exploit multiview observations by matching each sequence independently to the learnt models and picking the activity that matches with the lowest score.

The first approach learns object model then verifies if a pixel or an image patch satisfies the learnt model.

Instead, higher-level characteristics are extracted and used to recognize maneuvers, which makes it easier to generalize the learnt model to arbitrary layouts.

The learnt model would predict for the next time step only those postures which are feasible during the performance of a particular action.

The latter was found unsuited in our case, as the perception among the raters differs too strongly, and a learnt model is potentially corrupted too strongly by such a garbage class that may easily "consume" the majority of instances due to its lack of sharp definition.

In the final recognition stage, for any testing facial image, the learnt model will determine its facial color category.

Since the Baum-Welch algorithm that is used for training the HMM is only capable of finding the locally optimal solution, it is important that the HMM be initialized with probabilities that are closer to probabilities of the learnt model.

During the cross-validation phase, one fold data were randomly chosen and excluded from the training set before model learning began, and were later used to test the performance of the learnt model.

We show that they are more accurate than the SQRT and PFTK models, even without the above discrimination, and are further improved when we allow the machine-learnt models to distinguish the two loss detection techniques.

In the present work, the panning matrix is estimated and used together with the learnt instrument models to perform the separation in an NMF-based framework.