Two-dimensional object alignment based on the robust oriented Hausdorff similarity measure.
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- Record sourced from PubMed, PMID 18249637.
- Also identified by DOI 10.1109/83.908541.
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Abstract
This paper proposes an oriented Hausdorff similarity (OHS) measure for robust object alignment. The OHS measure is introduced by replacing the distance concept of conventional Hausdoff distance (HD) algorithms by the similarity concept of the Hough transform (HT). The proposed algorithm can be considered as the modified directed HT using the distance transform (DT). The orientation information at each pixel is also used to remove incorrect correspondences.