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视觉测量系统中一种独立的畸变校正算法
  • ISSN号:1005-0086
  • 期刊名称:光电子-激光
  • 时间:2013.2.2
  • 页码:308-315
  • 分类:TP391.4[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术]
  • 作者机构:[1]哈尔滨工业大学自动化测试与控制系,黑龙江哈尔滨150001
  • 相关基金:国家自然科学基金(51075095)资助项目
  • 相关项目:可动态重组的立体视觉测量系统
中文摘要:

针对视觉测量系统中畸变校正的计算过程复杂、操作调整繁琐等问题,提出一种基于虚拟模板的逐点畸变校正方法。首先基于交比不变性原理、镜头畸变特点和双线性插值法,求解单幅虚拟平面模板内特征光点所对应成像点的理想坐标及其畸变修正量;再通过单幅虚拟模板运行轨迹的小幅度旋转与平移,逐步构成一块包含密集校正光点的虚拟畸变校正模板,为镜头畸变修正提供足够的插值节点;而后采用Delaunay三角剖分(DT)技术,最终在整个像平面内逐点地校正各类镜头畸变,形成包含全部像素点理想坐标及畸变修正量的畸变修正数据表。实验表明,经独立畸变校正的视觉系统,其测点反投位置偏差的标准差达0.015mm、最大值仅0.068mm;本文方法能有效地修正畸变,有助于提高视觉系统的测量精度。

英文摘要:

There are some projected problems during the distortion correction process in vision measure- ment system, such as complex calculation process ,minute operating or adjusting. Hence, a novel point-to- point distortion correction algorithm based on virtual template is proposed in this paper. Based on cross- ratio invariability, characteristics of lens distortion and bilinear interpolation algorithm, all ideal coordi- nates of corresponding image points projected from a single virtual plane template are solved. And the distortion modified values are calculated on the basis of shifting between ideal and actual coordinates. Then,narrow-range rotations and translations of template running trace are executed. So a virtual distor- tion correction plate with dense feature light spots is formed step by step, which supplies sufficient inter- polation nodes for distortion modification. Finally, all kinds of lens distortions located in the whole image plane are corrected point by point by adopting Delaunay triangulation (DT) technology. And a distortion modified data table is set up, which contains ideal coordinates and distortion modified values of all pixels. The experimental results demonstrate that the standard deviation of projection distance deviations acquired by the independent correction method is 0. 015 mm,and the maximum error is merely 0. 068 mm. The independent method could effectively correct lens distortion and has benefit for improving vision measurement accuracy.

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期刊信息
  • 《光电子.激光》
  • 北大核心期刊(2011版)
  • 主管单位:天津市教育委员会
  • 主办单位:天津理工大学 中国光学学会
  • 主编:巴恩旭
  • 地址:天津市西青区宾水西道391号
  • 邮编:300384
  • 邮箱:baenxu@263.net baenxu@aliyun.com
  • 电话:022-60214470
  • 国际标准刊号:ISSN:1005-0086
  • 国内统一刊号:ISSN:12-1182/O4
  • 邮发代号:6-123
  • 获奖情况:
  • 中国期刊方阵“双效”期刊
  • 国内外数据库收录:
  • 美国化学文摘(网络版),荷兰文摘与引文数据库,美国工程索引,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:16551