• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊
论文

嵌入式机器视觉实时定位与测量的方法

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  • (江南大学智能控制研究所,江苏 无锡 214122)
杨文浩(1984),男,江苏连水人,硕士生,研究方向为嵌入式系统与图像处理;白瑞林,教授,研究方向为智能控制与嵌入式系统;尚佳良,硕士生,研究方向为嵌入式系统。

收稿日期: 2008-11-06

  修回日期: 2009-02-20

  网络出版日期: 2010-06-25

基金资助

“嵌入式机器视觉控制器的研究与开发”项目(合同号:07398)资助

The Method of RealTime Positioning andMeasurement in Embedded MachineVision Systems

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  • (Institute of Intelligent Control,Jiangnan University,Wuxi 214122,China)

Received date: 2008-11-06

  Revised date: 2009-02-20

  Online published: 2010-06-25

摘要

本文提出了一种嵌入式机器视觉实时定位与测量相结合的测控方法。根据视觉测控系统中的定位与测量问题,利用点集、Hough变换和最小二乘等方法,解决了图像处理理论算法运算量大、工业检测实时性与准确性低等问题。测试结果表明,该方法检测工件的准确性高(基于公差),检测时间≤2.0ms/次。

本文引用格式

杨文浩,白瑞林,尚佳良 . 嵌入式机器视觉实时定位与测量的方法[J]. 计算机工程与科学, 2010 , 32(7) : 140 -142 . DOI: 10.3969/j.issn.1007130X.2010.

Abstract

A detection and control methold based on the combination of the positioning and measurement in the realtime embedded machine vision systems is presented. To solve the problem that the industrial detection is of lower accuracy and can not be completed in a realtime way by embedded machine vision systems due to large computation cost, a detection method is proposed based on the point set, the Hough transformation and the leastsquare fitting algorithm. The industrial detection experimental results show the workpiece detection accuracy based on the method is better,the tolerance is higher, and the detection time is lower than 2.0ms/time.

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