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Most conventional registration algorithms use the distance sum between point pairs to estimate pose parameters. These algorithms have the problem of inexact point correspondences. This paper proposes a novel registration algorithm based on a distance metric of surface-to-surface. The integration calculation of the mean distance between surfaces is derived and reduced to a simple formula.
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