Sentence examples for setting a good initialization from inspiring English sources

Source position information is important prior knowledge for setting a good initialization, and it can be obtained by audio localization or video localization.

In this article, this special problem is first highlighted and analytically demonstrated, we show that such ill-convergence can be mitigated by setting a good initialization of the unmixing matrix.

With a good initialization provided by watershed segmentation, the level set method can converge more quickly, thus greatly speed up the whole segmentation procedure.

The results show that the procedure can determine parameters quickly in the case studies and can give a good initialization for rigorous simulation.

A good initialization can considerably speed up the convergence of the above stochastic gradient algorithm compared with random initialization.

A good initialization also increases the efficiency of the segmentation process.

Thus, selection of a good initialization point B τ (0) is important.

A good initialization of the downhill simplex method is necessary to be robust against local minima.

Due to the existence of local minimum, a good initialization is also in need because different initializations may lead to different segmentation results.

In addition, the Lloyd QEDQ performs poorly even with a good initialization of EDQ, implying that typical standard designs are not suitable for our localization system, regardless of initialization.

Next, we propose a bootstrapping approach in order to get a good initialization of the HMM parameters.