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  Optimal algorithms for computing the minimum distance between two finite planar sets (1981) [8 citations — 5 self]

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by Godfried T. Toussaint, Binay K. Bhattacharya
Pattern Recognition Letters
http://www-cgrl.cs.mcgill.ca/~godfried/publications/mindist.ps.gz
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Abstract:

It is shown in this paper that the minimum distance between two finite planar sets if n points can be computed in O(n log n) worst-case running time and that this is optimal to within a constant factor. Furthermore, when the sets form a convex polygon this complexity can be reduced to O(n). Index terms: minimum distance between sets, cluster analysis, pattern recognition,

Citations

2961 Pattern Classification and Scene Analysis – Duda, Hart - 1973
421 Computational Geometry – Preparata, Shamos - 1985
158 The relative neighborhood graph of finite planar set – Toussaint - 1980
139 On constructing minimum spanning trees in k-dimensional space and related problems – Yao - 1982
90 Two Algorithms for Constructing a Delaunay Triangulation – Lee, Schachter - 1980
43 Properties of Gabriel graphs relevant to geographic variation research and the clustering of points in the plane – Sokal, Matula - 1980
39 Pattern recognition and geometrical complexity – Toussaint - 1980
36 The relative neighborhood graph, with an application to minimum spanning trees – Supowit - 1983
31 Geometric complexity – Shamos - 1975
5 Finding the minimum vertex distance between two disjoint convex polygons in linear time – McKenna, Toussaint - 1983
4 Lower bounds for geometric problems – Avis - 1980
4 An optimal algorithm for computing the minimum vertex distance between two crossing convex polygons – Toussaint - 1984
1 The all nearest-neighborhood problem for convex polygons – Lee, Preparata - 1978
1 Constructing the Voronoi diagram in the plane – Horspool - 1979