Alignment using Spectral Clusters

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Alignment using Spectral Clusters
This paper describes a hierarchical spectral method for the correspondence matching of point-sets. Conventional spectral methods for correspondence matching are notoriously susceptible to differences in the relational structure of the point-sets under consideration. In this paper we demonstrate how the method can be rendered robust to structural differences by adopting a hierarchical approach. We show how the point-clusters associated with the most significant spectral modes can be used to locate correspondences when significant contamination is present.
Marco Carcassoni, Edwin R. Hancock
Added 30 Sep 2010
Updated 30 Sep 2010
Type Conference
Year 2002
Where BMVC
Authors Marco Carcassoni, Edwin R. Hancock
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