Optimizing LBVH‐Construction and Hierarchy‐Traversal to accelerate k NN Queries on Point Clouds using the GPU
Author:
Affiliation:
1. Visual Computing University of Bayreuth Germany
Funder
Bayerische Forschungsstiftung
Publisher
Wiley
Subject
Computer Graphics and Computer-Aided Design
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1111/cgf.14177
Reference46 articles.
1. An optimal algorithm for approximate nearest neighbor searching fixed dimensions
2. Gpu‐fs‐knn: A software tool for fast and scalable knn computation using gpus;Arefin A. S.;PLOS ONE,2012
3. Multidimensional binary search trees used for associative searching
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