This is indeed quite a nice matter of fact, since the stand alone GMM-SAMT is initialized by the user with very precise initial masks, while the automatic estimated masks of the Auto GMM-SAMT detection unit are likely to be less precise; compare Figure 11.
Precise initial pipe sizing may preclude future flow rate increases.
In particular, the results indicate that in the case where there is limited information on the size and precise initial location of the object to be grasped, the optimal hand design would involve inner to outer phalange size ratios of approximately 3 1, and inner phalange joints that are very close to each other.
So acquiring a way to determine the precise initial atomic positions sounds completely logical.
It is the sort of track where the Red Bull should excel - low grip, lots of 90-degree bends that require precise initial turn-in.
In spite of attaining optimum estimation performance, the ML approach requires sufficiently precise initial estimates for global convergence.
The major drawback of enzyme-responsive systems, however, is the difficulty in establishing a precise initial response time [57].
It can be seen that theproposed method gets more precise initial filtering value, which results in the fasterconvergence and more precise estimation of EKF.
Although optimum estimation performance can be attained, it requires sufficiently precise initial estimates for global convergence because the corresponding cost functions are multimodal.
It can be seen that the iterations for the PM-TS clustering algorithm are lesser than those of the K-Medoids and spectral clustering algorithms, indicating that our proposed method can obtain a more precise initial cluster and converges faster.
The results indicate that our protocol is indeed robust to the precise initial orientation of the extended peptide at the binding site, since the results did not differ significantly among repeated runs (Table S3).
