基于机器视觉的磁盘部分尺寸的在线测量方法
Jianwei Miao1,2,3, Qingchang Tan2, Baorui Sun3
1School of Mechanical Engineering, Changchun Guanghua University, Changchun, China.
PloS one
|July 25, 2024
概括
本研究介绍了一种机器视觉方法,用于使用工业摄像头准确在线测量磁盘部件尺寸. 该技术克服了投影扭曲和形问题,满足了通用等级零件要求.
科学领域:
- 工程 工程师 工程师 工程师
- 计算机视觉 计算机视觉
- 计量学 计量学 计量学
背景情况:
- 标准的工业摄像机提供成本效益高的磁盘零件在线测量.
- 挑战包括投影扭曲和影响测量精度的端面形.
研究的目的:
- 开发一种机器视觉方法,用于精确在线测量磁盘部分尺寸.
- 解决和克服投影扭曲和形效应的局限性.
主要方法:
- 使用单一的工业摄像头图像进行测量.
- 建立下端面作为校准平面和上端面作为测量平面.
- 通过重新投射重建测量点,以减轻扭曲和形冲击.
- 用于测量内部和外部直径的圆形几何配件.
- 根据测量平面位置计算厚度.
主要成果:
- 从单个图像中成功实现了磁盘零件尺寸的在线测量方法.
- 实现了满足通用级磁盘零件要求的测量准确性.
- 证明了重新投射在减少扭曲和形影响方面的有效性.
结论:
- 拟议的机器视觉方法为在线磁盘部分尺寸测量提供了准确和高效的解决方案.
- 该技术适用于通用级磁盘零件,克服了常见的工业挑战.
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