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Like many vision algorithms, Vartec's can recognize light patterns typical of a feature such as an edge, but it uses direction of variation analysis to winnow out such features and patterns stemming from normal reflection.
Contour lines in the surfaces are perpendicular to the primary direction of variation.
Thus, it is expected that the principal eigenvector W v 1 will model this direction of variation.
They argue that developmental processes determine variation by influencing the amount of variation generated as well as biasing the direction of variation generated.
An important aspect of constraint is that it not only limits how much variation is generated, but it also channels the direction of variation generated (Hallgrímsson et al. 2012; Hendrikse et al. 2007).
And it is this channeling in the direction of variation that enables some animals to have wings, or shells or hooves, but does not allow for a half-human, half-goat to develop.
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Major directions of variation were compared and visualized using GM methods and software.
A Principal Component Analysis (PCA) on the 37 FCs allowed expressing the main directions of variation on synthetic shape axes.
For a few TSRs, the relative position in the order they were found was seen to be switched, but the same directions of variation were identified.
Each of these three patterns, hotter-colder, faster-slower, and generalist-specialist, that can be viewed as different directions of variation may be controlled by a particular set of genes.
Principal component analysis (PCA) captures the major directions of variation in the data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com