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    • 4. 发明授权
    • Associating spatial point sets with candidate correspondences
    • US10963733B2
    • 2021-03-30
    • US16442911
    • 2019-06-17
    • Tianzhi Yang
    • Tianzhi Yang
    • G06K9/46G06K9/50G06K9/62G06F17/16G06K9/00
    • A computer implemented method for generating a one-to-one mapping between a first spatial point set and a second spatial point set in nD, n=2 or 3, comprising receiving a first and a second spatial point sets in nD and a plurality of candidate correspondences; computing unit conflict lists for the candidate correspondences; generating one or more MatchPairs between the first and the second point sets; computing local distance measures for the MatchPairs; converting the local distance measures to weights; computing conflict lists for pairs of the MatchPairs by taking the bitwise ORs of their candidate correspondences' unit conflict lists; computing correspondence lists for the MatchPairs; computing compatibilities between pairs of the MatchPairs by examining for each pair the bitwise AND of one's correspondence list and the other's conflict list; constructing a vertex-weighted undirected graph with its nodes corresponding to the MatchPairs, its edges representing the compatibilities, and its graph vertices assigned the weights; computing a maximum-weight clique of the vertex-weighted undirected graph; and merging the maximum-weight clique to generate the one-to-one mapping.