Lloyd's algorithm on GPU

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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. © Springer-Verlag Berlin Heidelberg 2008.

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Vasconcelos, C. N., Sá, A., Carvalho, P. C., & Gattass, M. (2008). Lloyd’s algorithm on GPU. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 5358 LNCS, pp. 953–964). https://doi.org/10.1007/978-3-540-89639-5_91

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