Sentence examples for by the feature Extraction from inspiring English sources

The resulting natural language processing information, including POS and chunking, was collected by the feature extraction component to yield features.

The main task of classification is to use the feature vectors provided by the feature extraction algorithm to assign the object to a category [37].

Note that small segmentation errors are likely to be tolerated by the feature extraction algorithm; therefore, we additionally consider a recognition-based assessment.

We used the library of PortAudio [58] to record audio signals from the microphone into wav files that can be further processed by the feature extraction modules.

Inspired by the feature extraction procedure of the traditional MFCC calculation, two emphasis strategies are explored when generating modified acoustic features, the pre-filtering frequency warping and the post-filtering filter-bank outputs weighting are used for speaker verification.

The system proposes a novel combination of fuzzy image preprocessing techniques including the retinal structures localisation, (i.e. for the optic disc, the blood vessels, the macula and the fovea), followed by the feature extraction and, finally, the classification with some machine learning algorithms.

But for the restrictions in Section 2.2, IESIL cannot overcome those problems just by improving the feature extraction module.

After two washing steps, images of the arrays were acquired with the Agilent scanner and analyzed by using the Feature Extraction software (v9.1).

Data sets were extracted by using the feature extraction software (v9.5.3.1/Agilent Technologies) using a standard protocol.

For analysis, the raw SAW sensor array data is preprocessed by logarithmic scaling followed by dimensional autoscaling and the feature extraction by principal component analysis (PCA).

Finally, the early reverberation is normalized by CMN at the feature extraction stage.