@inproceedings{8b6a032d95e14dc5a36c831d7f143fda,
title = "Boundary points De-noising and simplification based on spatial connectivity",
abstract = "A de-noising and simplification approach based on spatial connectivity is proposed which is applied to deal with the boundary points of point cloud. First, grid method is used to represent the spatial topology relationship of the scattered point cloud and calculate the k-nearest neighbors for each data point. Then boundary points are extracted according to uniform distribution of point cloud. And next, an algorithm for boundary points simplification of point cloud is presented to further simplify boundary points. Consequently, not only the details characteristics are reserved well, but also the boundary points are simplified. The experimental result shows that the proposed approach can not only reserve characteristics of both details and boundaries but also realize de-noising and simplification of point cloud.",
keywords = "De-noising, Point cloud, Simplification, Spatial connectivity",
author = "Wei Zhua and Fang Di and Li, {Jian Li} and Li Tian",
year = "2013",
doi = "10.4028/www.scientific.net/AMM.392.815",
language = "English",
isbn = "9783037858349",
series = "Applied Mechanics and Materials",
pages = "815--819",
booktitle = "Mechanical and Electrical Technology V",
note = "5th International Conference on Mechanical and Electrical Technology, ICMET 2013 ; Conference date: 20-07-2013 Through 21-07-2013",
}