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The performance of the algorithm together with the newly developed feature array was evaluated using the Caltech 101 database.
For each feature point, we use a feature array F to store all the elements and the standard deviation.
Bottom right: Representation of the discrete values stored in the gray feature array in the top right template.
For two feature points, p and q, the feature array for each feature point is denoted as and, respectively.
In this approach, the discrete time signals representing the gestural parameters extracted from dance movements are organized into a fixed-size multidimensional feature array forming the spatiotemporal template.
As will be explained in depth, the discrete time signals representing the gestural parameters extracted from dance movements are organized into a fixed-size multidimensional feature array forming the spatiotemporal template.
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Third, we compute normalized cross-correlation via feature arrays in order to avoid repeated generation processes of correlation windows.
This strategy increases the speed of calculating rotation invariant normalized cross-correlation by storing the precalculated correlation windows in the form of feature arrays.
Feature selection and extraction : due to the large number of features, the feature arrays must be reduced before we can construct a classifier.
Based on the results from this work, we have constructed two Agilent 60-mer oligo custom arrays, a 15K-feature array (AMADID# 021219) and a 44K-feature array (AMADID# 022725).
A single-feature array was designed based on 16,637 non-redundant cDNA sequences of the Melon Genomics Database from different genotypes and conditions [ 23].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com