Denoising of point cloud data for computer-aided design, engineering, and manufacturing

被引：16
|
作者：
Chen, Hao [1 ]
Shen, Jie [1 ,2 ]
机构：
[1] Shanghai Univ Engn Sci, Sch Automot Engn, Shanghai 201620, Peoples R China
[2] Univ Michigan, Dept Comp & Informat Sci, Dearborn, MI 48128 USA
来源：
ENGINEERING WITH COMPUTERS | 2018年 / 34卷 / 03期
基金：
美国国家科学基金会;
关键词：
Measurement noise; Geometric noise; Noise reduction; Geometric discontinuity; Laser scanning; Geometric information rectification; PRESERVING SURFACE RECONSTRUCTION; LASER TRIANGULATION; FAIRING ALGORITHM; SPLINE CURVES; DIFFUSION; REPRESENTATION; IMPLICIT; MODELS;
D O I：
10.1007/s00366-017-0556-4
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
In this review paper, we first introduce different sensors used in geometric sensing for obtaining the geometric information of various objects or parts. Next, two types of measurement errors are defined. Then, we discuss the existing methods for removing or correcting short-range and long-range measurement errors as well as noise at geometric discontinuity. Finally, some conclusions are drawn and future research directions are provided.
引用
收藏
页码：523 / 541
页数：19
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