Sentence examples for by the regularization procedure from inspiring English sources

Because B-scans were not realigned (in depth or laterally) before analysis, misaligned B-scans did not match with the automatically segmented interfaces due to the restrictions placed on the interfaces' 3D shapes by the regularization procedure.

The imperfect agreement between predicted and actual fibrosis scores is likely due to three factors: intrinsic inaccuracy of the texture-based technique used in our study, expected mismatch due to the regularization procedure employed by GLM-path (explained earlier), and intrinsic inaccuracy of liver biopsy as a reference standard (explained later).

Regularized canonical correlation analysis (rCCA) increases the number of pseudo-observations in the regularization procedure of covariance matrices [ 29, 30].

Since the regularization procedure is crucial in what follows, we shall sketch the outline.

The block diagram of the proposed system with the recursive regularization procedure.

This situation is worsening by a strong regularization procedure which effect on the PSD function is basically unknown.

Next, the uniqueness of a weak solution is obtained by using the well-known regularization procedure due to Lions.

We note that by doing this we are using the regularities of PDEs indirectly, because the comparison principle in PDE literature relies on the regularities through a regularization procedure.

As we will see from the results in Section " Tuning the regularization and prior knowledge", the generalized cross-validation method was found to be the best for the presented regularization procedures.

We used the joint adaptive mean variance regularization procedure recently introduced by Dazard and Rao (16).

It is remarkable that the penetration depth is mesh-independent for fine meshes even without the special regularization procedures.