计算机与数字工程2024，Vol.52Issue(3)：931-935,5.DOI:10.3969/j.issn.1672-9722.2024.03.050
基于机器视觉的软磨片定位测量系统
Positioning and Measuring System of Soft Grinding Disc Based on Machine Vision
赵宇航 1胡伟1
作者信息
- 1. 河南理工大学电气工程与自动化学院 焦作 454000
- 折叠
摘要
Abstract
In the process of positioning and measuring the outer contour of the soft polishing plate,the edges are difficult to ex-tract,and the contour center and radius are low in accuracy.The median filter and grayscale transformation are used to improve the image quality,and the grayscale projection and grayscale variance statistics are used.Edge screening,using the center-constrained least squares method to fit the outer contour,obtain the contour center coordinates and radius through the Gauss-Newton method,and complete high-precision positioning and measurement.Through experimental comparison,the positioning and measurement er-ror of the system is kept within 0.2mm,and the detection speed reaches 0.8s per sheet.It is practical and efficient in production ap-plications,and improves the detection efficiency and production automation of soft abrasive discs.关键词
灰度投影/方差/圆心约束/最小二乘法/高斯牛顿迭代法Key words
gray projection/variance/circle center constraint/least square method/Gauss-Newton iterative method分类
信息技术与安全科学引用本文复制引用
赵宇航,胡伟..基于机器视觉的软磨片定位测量系统[J].计算机与数字工程,2024,52(3):931-935,5.
