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More specifically, for each image pair, multiple keypoint pairs were found manually.
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The corresponding keypoint pairs, used in the Procrustes alignment are found using SIFT and RANSAC in a classical manner, described briefly below.
With regards to the procedure of the quantitative evaluation, in the 85 of the 88 cases where visual evaluation has classified the automatic registration as correct, the resulting registration transformation is compared to the transformation obtained from Procrustes analysis using manually detected keypoint pairs.
Since there are multiple such pairs of keypoint mappings, an iterative process is employed to search the best matched reference keypoint for every test keypoint.
This system model can be extended to multiple system pairs.
The array was evaluated using multiple primer pairs.
Multiple receiver pairs yield multiple hyperbolas, with a transmitter location determined at the common intersecting point.
The other plasmon modes of multiple nanocylinder pairs are only weakly red-shifted from the individual nanocylinder pair plasmon modes.
Multiple primer pairs were designed using Gene Runner 3.05 (Hastings Software , Inc.
First, we generate random topologies, multiple source-destination pairs, and one least hop-count path for each pair.
Multiple pairs can transmit concurrently.
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