Sentence examples for using the independent component from inspiring English sources

Since each of these BSIF filters are learned on the natural images using the independent component analysis (ICA), they exhibit the property of statistical independence.

Bruce and Tsotsos [11] represented the probability distribution of local image patches by using the independent component analysis (ICA).

To improve detection of those signals in rapid object recognition tasks, we used the independent component analysis (ICA) to reduce "global interference" (heartbeat and contribution of superficial layers).

We employed the EEGLAB [15] toolbox to remove major artifacts caused by unintentional body movement and then used the independent component analysis (ICA) functionality of the toolbox to remove eye-movement artifacts.

Therefore, in this study, we use the Independent Component Analysis (ICA), a nonparametric analysis tool for independent source separation, on fMRI data to examine the differences in language processing between L-dopa and placebo groups.

In this paper, a FastICA algorithms based on the negentropy, which is a common quantitative measure of the non-Gaussianity of a random variable, is used in the independent component analysis.

RSNs are identified using the spatial independent component analysis (ICA) of GIFT toolbox.4.4

Background subtraction is first performed using the color independent component analysis technique, which has proved its performance against other well-known object-detection methods.

The study reported in this paper investigates the resting-state functional connectivity patterns of the whole brain on functional MRI captured three months after a focal stroke event, using the probabilistic independent component analysis (pICA) approach [ Beckmann et al., 2005].

The comparison of thalamic DTI-based connectivity using the novel independent component analysis-DTI approach extends the previous findings of reduced fractional anisotropy within a region of the left anterior thalamus (Deppe et al., 2008).

Two studies by the same group of researchers used the single independent component approach without a-priori hypothesis [24, 25].