Title
Smooth Surface Reconstruction from Noisy Clouds
Abstract
We describe a new method for surface reconstruction and smoothing based on unorganized noisy point clouds without normals. The output of the method is a refined triangular mesh that approximates the original point cloud while preserving the fine details present in the underlying surface. The method has five steps: noise removal, clustering, data reduction, initial reconstruction, and mesh refinement. All these steps contain novel features. We also present theoretical justifications for the heuristics used in the reconstruction step.
Year
DOI
Venue
2004
10.1590/S0104-65002004000100005
J. Braz. Comp. Soc.
Keywords
Field
DocType
surface reconstruction,triangular mesh,point cloud
Surface reconstruction,Data mining,Computer science,Algorithm,Theoretical computer science,Smoothing,Heuristics,Cluster analysis,Point cloud,Triangle mesh,Salient,Data reduction
Journal
Volume
Issue
Citations 
9
3
13
PageRank 
References 
Authors
0.63
16
3
Name
Order
Citations
PageRank
Boris Mederos1767.23
Luiz Velho21162120.74
Luiz Henrique de Figueiredo362962.99