Effective Computational Geometry for Curves and Surfaces
DOI: 10.1007/978-3-540-33259-6_2
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Curved Voronoi Diagrams

Abstract: The Voronoi diagram of a point set is a fundamental geometric structure that partitions the space into elementary regions of influence defining a discrete proximity graph and dually a well-shaped Delaunay triangulation. In this paper, we investigate a framework for defining and building the Voronoi diagrams for a broad class of distortion measures called Bregman divergences, that includes not only the traditional (squared) Euclidean distance, but also various divergence measures based on entropic functions. As… Show more

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Cited by 77 publications
(79 citation statements)
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References 19 publications
(26 reference statements)
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“…The fact that the α-Bregman complex has the same homotopy type as the union of the Bregman balls (Exercise 4.18) has been first observed by Edelsbrunner and Wagner [76]. A recent survey on affine and curved Voronoi diagrams can be found in [23].…”
Section: Bibliographical Notesmentioning
confidence: 87%
“…The fact that the α-Bregman complex has the same homotopy type as the union of the Bregman balls (Exercise 4.18) has been first observed by Edelsbrunner and Wagner [76]. A recent survey on affine and curved Voronoi diagrams can be found in [23].…”
Section: Bibliographical Notesmentioning
confidence: 87%
“…This concept of space decomposition was extended to various kinds of geometric Voronoi sites, ambient spaces, and distance functions, such as power diagrams of circles in the plane, multiplicatively weighted Voronoi diagrams, additively weighted Voronoi diagrams, and more (e. g., [3,13,25,26,55]). An immediate extension is the creation of various Voronoi diagrams, embedded on twodimensional orientable parametric surfaces in general [50,56], and on the sphere in particular [53,54,58].…”
Section: Voronoi Diagrams On the Spherementioning
confidence: 99%
“…The presented diagrams are curved Voronoi diagrams [BWY06] requiring a higher-degree algebraic machinery.…”
Section: Voronoi Diagrams With Higher-degree Algebraic Bisectorsmentioning
confidence: 99%