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Improving GPU-accelerated adaptive IDW interpolation algorithm using fast kNN search

This paper presents an efficient parallel Adaptive Inverse Distance Weighting (AIDW) interpolation algorithm on modern Graphics Processing Unit (GPU). The presented algorithm is an improvement of our previous GPU-accelerated AIDW algorithm by adopting fast k-nearest neighbors (kNN) search. In AIDW,...

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Detalles Bibliográficos
Autores principales: Mei, Gang, Xu, Nengxiong, Xu, Liangliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4993747/
https://www.ncbi.nlm.nih.gov/pubmed/27610308
http://dx.doi.org/10.1186/s40064-016-3035-2