Sentence examples for maximizing the inter-class from inspiring English sources

This is also equivalent to maximizing the inter-class variance.

The optimum threshold is computed such that the intra-class variance between the two classes of foreground and background pixels is minimal, which also corresponds to maximizing the inter-class variance between the two classes of the pixels.

Concretely, RDA characterizes the intra-class reconstruction scatter as well as the inter-class reconstruction scatter, seeking to find the projections that simultaneously maximize the inter-class reconstruction scatter and minimize the intra-class reconstruction scatter.

In the representation space of nonlinear transforms in the hidden layers, a distance metric learning is explicitly designed to minimize the pair-wise intra-class variation and maximize the inter-class variation.

It selects a threshold using the histogram of a grayscale image to find the image's optimal threshold, which maximizes the inter-class variance to obtain a larger separation between the foreground and background.

To that end, LDA tries to maximize the inter-class scatter matrix and minimize the intra-class scatter matrix simultaneously.

It is estimated experimentally by maximizing the intra-class similarity and minimizing the inter-class similarity across the training data.

Specifically, LDA finds the K-dimensional linear subspace maximizing the projected ratio R = S w - 1 S b between the inter-class scatter matrix S b and intra-class scatter matrix S w, defined as S w = ∑ i = 1 C p i Σ i S b = ∑ i = 1 C p i ( μ - μ i ) ( μ - μ i ) T, (4).

where S b and S w are the inter-class and intra-class scatter matrices, respectively.

This enhances the feature distinction between different objects and augments the inter-class variability.

The technique is meant to reduce the intra-class variance of the features while increasing the inter-class variance.