This paper employs a statistical thresholding technique using Three Sigma Limits to bring the feature vectors within the specified range in order to improve the recognition rate during classification. Application of this technique produced an accuracy of 94.7%. The results obtained clearly shows that ...
pruning.py: the l1 and l1std functions are responsible for zeroing out the correct weights either based on l1-magnitued (for ST-3) or l1-magnitude normalized by layer 'width' (ST-3-sigma). The cubic pruning-ratio increase is also handled in this file. In those files a lot of code ...
In this notation, \(f\left({{{x}}}\left|\,{{{\mu }}},{{\Sigma }}\right.\right)\) indicates the probability density of x under the multivariate normal distribution with mean μ and covariance matrix Σ. Similar to ref. 55, we used S = 10,000 importance samples per likelihoo...
The objective of this study is comparing the accuracy of stereophotogrammetry with a scale-based peer evaluation in assessing topographical changes to skin surface following laser treatment. A 3D stereophotogrammetry system photographed skin surface of 48 patients with facial wrinkles or scars before and...
Ultrasound three-dimensional visualization, a cutting-edge technology in medical imaging, enhances diagnostic accuracy by providing a more comprehensive and readable portrayal of anatomical structures compared to traditional two-dimensional ultrasound. Crucial to this visualization is the segmentation of multiple...
sigma)results = [] if self.foreground: @@ -343,13 +332,11 @@ def __call__(self, m):class BlobsWithBoundary: def __init__(self, mode=None, append_label=False, blur=False, sigma=1, **kwargs): def __init__(self, mode=None, append_label=False, **kwargs):...
\sigma =\frac{1}{n-1}\sqrt{{\sum }_{k=1}^{n}{\left({d}_{i}-{d}_{mean}\right)}^{2}} (2) The neighboring point was removed if the distance from the neighboring point{m}_{i}to{p}_{i}was greater than\proptostandard deviations from the average distance({d}_{i}>{d}_...
By comparing the monoisotopic masses of these ions to the masses of the peptide ions that were contained in the peptide mixture (solution 1), the ion signal at m/z 1049.66 was assigned to the TRIM21A peptide with a mass accuracy of 85 ppm. Likewise, the ion signal at m/z 1033.64 was...
The series \Sigma^\infty_{n = 1} (\arctan(n + 4) - \arctan(x + 2)) is a telescope series. Calculate its sum. Give the exact value or a numerical approximation within 0.001. Let F(x)=\int_{0}^{x}\frac{\sin t}{t}dt. Find the Maclaurin Series for...
From thecomparison of $V_{m 3Q}$ with the ${m Q}$-${m \\bar{Q}}$ potential, wefind the universality of the string tension, $\\sigma_{m 3Q}\\simeq \\sigma_{mQ\\bar{Q}}$ as well as the OGE relation on the Coulomb coefficient, $A_{m3Q}\\simeq {1/2}A_{m Q\\bar{...