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Since the corresponding pairs are sorted by their distance between matching features, only the top half of the corresponding pairs are used to find the optimal rotation matrix by the least squares approximation.
Since the corresponding pairs are sorted by their Euclidean distance between matching features, only the top half of the corresponding pairs are used to find the optimal rotation matrix by least squares approximation.
In this paper, the corresponding pairs are used to derive the transformation matrix by the least squares approach.
SURF-based approach is a good matching method and most of the corresponding pairs are correct, but there are still a few mismatched pairs.
Since the two corresponding point pair sets are usually more than three pairs, only the top 50% of the best corresponding pairs are used to find the optimal rigid transformation matrix by the least squares approximation of orthogonal Procrustes problem.
Assuming that all four multigenes a, a', b, b' exist, we keep the edge connecting g and g' in G(i+1) if either (a, a') and (b, b') (see Figure 2 (a)), or (a, b') and (b, a') (see Figure 2 (b)) are edges in G(i), i.e. the corresponding pairs are in the same anchors of G(i).
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Finding the corresponding pairs is known to be the most challenging step in the binocular stereo problem.
If the selected corresponding pairs were in fact true, hence the genuine estimated transformation model, a transformed TIR quadrilateral (hat {Q}) would overlap with a quadrilateral Q in the visible image to a large extent whereas a selection of erroneous feature correspondences would lead to less or no overlapping.
Reads shorter than 31 bases (and their corresponding pairs) were removed.
Each node in the network represents a binding site, and an edge is drawn between them if the PMAX score of the corresponding pairs is ≥0.80 (Supplementary Figure S2).
If the clinical value t * locates in the shadow region (p < 0.05), the corresponding pair is regarded as having significant regulation change between the two stages.
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Justyna Jupowicz-Kozak
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