Sentence examples for by performing a kernel from inspiring English sources

This mask is generated by performing a kernel blur followed by a binary threshold on the source OCT structural image.

In order to fill the regions where there are no cells found we smooth each map by performing a convolution with 2-D Gaussian kernel which standard deviation of σ = 15 pixels.

The parameters of the SVM with RBF kernel are obtained by performing a grid-search on and using cross-validation based on the training set whereas for MLP several networks with different number of sigmoid neurons in the hidden layer are trained, and the network with the best classification performance on the validation set is selected.

This was accomplished by performing a morphological dilation of γ with a disk kernel D r that has the same diameter as the active region model.

By performing an original?

Results: The present method begins by performing the kernel density estimation in order to convert each 3D image into a smooth, continuous function.

Empirical distributions of the null hypothesis were then estimated by performing random permutations of samples and then by performing the kernel density estimation (20) to T values and log2-median-ratios resulted from the random permutations.

These methods transform input space to other higher or even infinite dimensional inner product space, using nonlinear operators, which is performed by a kernel mapping function.

This embedding into the feature space is performed by a kernel function K xi,xj).

Besides, using the SPG-GMKL method for combining the kernels is clearly more beneficial than performing a simple mean of the kernels.

Moreover these operators are calculated by performing boundary integrations of regular kernels only.