Sentence examples for global regularization from inspiring English sources

When dealing with noisy echocardiograms, a global regularization parameter will deal with the speckle better than the static window.

Functions Φ are chosen in such a way to enforce a global regularization constraint on the cross-spectra.

Therefore, we use the NGDC-720 model (Maus 2010), built upon the EMAG2 grid, for which this problem was addressed by a global regularization.

The latter uses a global regularization parameter which assumes that images consist of objects undergoing rigid motion, resulting in a smooth optical flow over a relatively large area.

Instead of taking traditional local or global regularization strategies, the current paper proposes an approximate formulation of the HBIE in potential theory, designed for numerical solution when collocating at irregular places such as corners and edges.

The Horn-Schunck technique, with a global regularization parameter between 0.05 and 0.09, was able to compensate for the general speckle throughout the US images while maintaining structural endocardial lining.

Using a simplified physical model that ignores 3D effects of the complete structure, we develop a novel inter-slice regularization strategy to obtain global regularity.

After an estimate of the four PTVs (one for each vertex) for the block is available, a global weighting regularization is applied.

This process would allow considering the three vector field components, some global scale regularization to be introduced if needed, and to double check the model obtained by the fast spherical transform.

We illustrate the snake behavior on synthetic and real images, with global and local regularization.

While the LL approach uses the topological information of all the pathways, they are merged together into a global network for regularization.