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Increase in the subset size for DIC does not significantly improves the accuracy, while the smallest subset size depends on the speckle pattern and speckle size.
An error of a measurement depends on template subset size, search region size texture quality.
In traditional BAB algorithms for subset selection problems, pruning is performed downwards (gradually decreasing subset size).
Open image in new window Fig. 4 Contours of Ux at CMOD = 0.037 mm corresponding to different subset sizes: a subset size of 15 × 15 pixels; b subset size of 35 × 35 pixels; c subset size of 75 × 75 pixels.
Accordingly, this algorithm guided the ants during feature selection by determining the subset size.
A subset size of 35 pixels was used for the analysis.
The variance decreases with the increase of the training subset size.
Increasing the subset size has the effect of smearing out the sharp gradients in the displacements.
For each combination involving one sampling method and one subset size, 10,000 subsets were generated independently.
One hundred selections in a random way were made for each subset size.
The effect of the finite subset size is to smear out the sharp strain gradients.
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