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The optical flow is a simple and representative feature that represents motion characteristics between two successive frames in video sequences and is commonly used for motion comparison.
The use of this frequency as a representative feature helps to overcome the problem of interpersonal variability between different persons.
An empirical study is conducted to evaluate the efficiency and effectiveness of our algorithms comparing with five representative feature selection algorithms.
Empirical results verify that our algorithm is efficient and achieves better accuracy than several representative feature selection algorithms for three typical classifiers on various datasets.
The advanced Touch ID fingerprint sensor built into the 5S's home button, while a seemingly basic technology (it replaces your password with your thumbprint in a handful of very specific applications) is a perfectly representative feature.
To characterize the visual properties of the concept, the mean of the feature vectors each describing the concept-associated region of an image is calculated and referred to as the representative feature vector.
Similar(22)
This study proposes the causal feature selection (CFS) algorithm to select more representative features for better stock prediction modeling.
Covariance matrices and probability distributions of point and vertically averaged hydraulic heads display similar key representative features and patterns.
A key issue of quantitative investment (QI) product design is how to select representative features for stock prediction.
It is applied in the search for the most representative features in rotary mechanical fault diagnosis, and is shown to improve the classification performance with fewer features.
Many attributes correlate with each other to form clusters of related features from which we chose representative features for further analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com