Title :
Fast analytical medial-axis localization in convex polyhedra
Author :
Schlicher, Maarten P P ; Bouts, Erik ; Verbeek, Piet W.
Author_Institution :
Fac. of Appl. Phys., Delft Univ. of Technol., Netherlands
Abstract :
The topography (not the field of radius values) of the medial axis of a convex d-dimensional polyhedron can be represented by: (1) The (2- to (d+1)-fold) intersections of internal Voronoi cell polyhedron hyperfaces. (2) The locus of first derivation discontinuities on the distance transform (DT). (3) A cross-linked tree of intersections, with the DT maximum as root, the polyhedron hyperfaces and edges as leaves. (4) The medial framework, the sub-tree of 1D intersections, with the edges of the DT maximum as root, the polyhedron edges as leaves. Based on representation 1 the method proposed locates (“constructs”)-starting from the polyhedron edges, guided by representation 3, in order of increasing DT value-the intersections of representation 4. The 2D complexity is O(ne log ne), with ne the number of polygon edges. The 3D complexity is O(nc log nc)<O(nv log nv), where nc equals the number of Voronoi faces and nv is the number of Voronoi elements
Keywords :
computational complexity; computational geometry; path planning; robots; 1D intersection subtree; 2D complexity; 3D complexity; Voronoi faces; constraints; convex multidimensional polyhedron; convex polyhedra; cross-linked tree; distance transform; fast analytical medial-axis localization; first derivation discontinuity locus; internal Voronoi cell polyhedron hyperfaces; manifold intersections; medial framework; polygon edges; polyhedron edges; polyhedron hyperfaces; topography; Algorithm design and analysis; Collision avoidance; Iterative algorithms; Pattern recognition; Physics; Robots; Surfaces; Two dimensional displays; Visualization;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.545991