Title
Lloyd's Algorithm on GPU
Abstract
The Centroidal Voronoi Diagram (CVD) is a very versatile structure, well studied in Computational Geometry. It is used as the basis for a number of applications. This paper presents a deterministic algorithm, entirely computed using graphics hardware resources, based on Lloyd's Method for computing CVDs. While the computation of the ordinary Voronoi diagram on GPU is a well explored topic, its extension to CVDs presents some challenges that the present study intends to overcome.
Year
DOI
Venue
2008
10.1007/978-3-540-89639-5_91
ISVC (1)
Keywords
Field
DocType
explored topic,deterministic algorithm,centroidal voronoi diagram,present study,versatile structure,graphics hardware resource,ordinary voronoi diagram,computational geometry,graphics hardware,voronoi diagram
Bowyer–Watson algorithm,Graphics hardware,Computer graphics (images),Computer science,Computational geometry,Lloyd's algorithm,Voronoi diagram,Deterministic algorithm,Computation
Conference
Volume
ISSN
Citations 
5358
0302-9743
8
PageRank 
References 
Authors
0.68
16
4
Name
Order
Citations
PageRank
Cristina Nader Vasconcelos17612.15
Asla Sá291.05
Paulo Cezar Carvalho3464.17
Marcelo Gattass438248.43