Welding line detection based on image for automatic welding machine

Guangyuan Zhang, Zhengfang Zhu, Guannan Si, Xiaolin Wei
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引用次数: 4

Abstract

This article uses the original weld images as the research object. The OpenCV library is used in developing the weld image edge detection algorithm as the basic function library. Our research use gray transform filter as the pre-processing. The Canny operator is used as the edge detector to detecting the weld edge, and the Hough transform algorithm is used to detecting the welding line. Line location algorithm is used to geting the weld centerline location. By detecting and tracking the welding line, the welding machine can realize the automatic weld processing with well welding speed and high welding precision.
基于图像的自动焊机焊缝检测
本文以原始焊缝图像为研究对象。采用OpenCV库作为基本函数库开发焊缝图像边缘检测算法。本研究采用灰度变换滤波作为预处理。采用Canny算子作为边缘检测器检测焊缝边缘,采用Hough变换算法检测焊缝。采用直线定位算法对焊缝中心线进行定位。通过对焊缝进行检测和跟踪,实现焊接速度快、焊接精度高的自动化焊接加工。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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