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Using the plugin "bunwarpj" [ 17] both images were registered using the following parameters: registration mode: "mono"; initial deformation: "fine", final deformation: "super fine", landmark weight =1, image weight =0.5, Verbose = yes.
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Once this is initialized the optimization process begins which updates the transformation A and landmark weights.
Then, with these new landmark weights, an updated SVM is trained to predict new pseudo-labels for the unlabeled target instances.
These landmark weights are assigned to instances which are most representative of the labeled target instances and thus are more suited to be used for adaption.
This graph shows that the proposed approach allows us to find quality landmarks using the weight coefficient, e.g., G greater than 5.0 statistically guarantees quality landmarks.
A landmark study published last year added weight to many of the warnings raised in the BMA report.
Each FB has a fixed computing time and some FB can occur more than one time (Landmark projection, ZMSSD, H i, Weight updating, Addition of a new landmark).
We assume that the weight around a landmark l follows a normal distribution of the distance to l, and the region that the knowledge of l can cover is limited in a circle with the center of l and the radius of (eta _mathrm{dis} ).
We assume that within the timescale of our interest (seconds to 2 minutes), actin cables grow out of stable cortical landmarks which are high molecular weight complexes involving Tea1p, Tea4p, and Bud6p [12].
"The very first postural landmark is very consciously distributing your weight between the left and right foot and balancing from the heel to the root of the toes," he continues.
where: w(p x,p y ) is the Gaussian weights defined by the landmark covariance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com