Fast construction of k-nearest neighbor graphs for point clouds

We present a parallel algorithm for k-nearest neighbor graph construction that uses Morton ordering. Experiments show that our approach has the following advantages over existing methods: 1) faster construction of k-nearest neighbor graphs in practice on multicore machines, 2) less space usage, 3) b...

Description complète

Détails bibliographiques
Publié dans:IEEE transactions on visualization and computer graphics. - 1996. - 16(2010), 4 vom: 23. Juli, Seite 599-608
Auteur principal: Connor, Michael (Auteur)
Autres auteurs: Kumar, Piyush
Format: Article en ligne
Langue:English
Publié: 2010
Accès à la collection:IEEE transactions on visualization and computer graphics
Sujets:Journal Article