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基于法向量和曲率的三维边缘检测方法

万松 王卓

计算机与数字工程Issue(9):1659-1661,1673,4.
计算机与数字工程Issue(9):1659-1661,1673,4.DOI:10.3969/j.issn1672-9722.2015.09.026

基于法向量和曲率的三维边缘检测方法

A 3D Edge Detection Method Based on the Normal Vector and Curvature

万松 1王卓1

作者信息

  • 1. 华中科技大学自动化学院 武汉 430074
  • 折叠

摘要

Abstract

In order to detect the heading window in the 3D point cloud of thin seam obtained by a 3D laser scanner ,a 3D edge detection method that utilize a partial differential properties of a 3D point cloud data utilization ,including the normal vector and curvature ,is introduced .Firstly ,the normal vector and curvature at each point are calculated using the least squares method ;Then statistical analysis on normal vector and filter candidate edge points ,and finally using region growing algorithm divides the candidate edge points ,in order to determine whether a point is an edge point .Experiments show that this method can quickly and efficiently detect the edge points .

关键词

法向量/曲率/区域增长/边缘检测

Key words

normal vector/curvature/region growing/edge detection

分类

信息技术与安全科学

引用本文复制引用

万松,王卓..基于法向量和曲率的三维边缘检测方法[J].计算机与数字工程,2015,(9):1659-1661,1673,4.

计算机与数字工程

OACSTPCD

1672-9722

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