基于虚拟轮工件的校准方法,用于计算机视觉测量仪器的微距轮仪器
Xiaoyi Wang1,2, Tianyang Yao1, Zhaoyao Shi3
1School of Mechatornics Engineering, Henan University of Science and Technology, Luoyang 471003, China.
Sensors (Basel, Switzerland)
|April 13, 2024
概括
一种新的虚拟轮工件方法验证了精密轮视觉测量系统. 这种方法提高了准确性和稳定性,克服了对可靠软件验证的真实工件的挑战.
科学领域:
- 计量学 计量学 计量学
- 计算机视觉 计算机视觉
- 机械工程 机械工程
背景情况:
- 在精密测量仪器中验证软件至关重要.
- 对精细轮的视觉测量系统进行校准,由于手工艺品处理难度存在重大挑战.
研究的目的:
- 引入使用虚拟轮工件的轮视觉测量系统的新校准方法.
- 为了证明虚拟文物方法在验证和校准的传统方法上的优势.
主要方法:
- 一个虚拟轮工件被开发出来,具有与真实工件相同的几何,错误和图像边缘特性.
- 这个虚拟文物被应用在一个两步的过程中:获得和应用文物.
- 该方法经过了正确性,适应性,稳定性和故障分析的测试.
主要成果:
- 虚拟轮工件成功地在计算机视觉轮测量 (CVGM) 系统中的特征错误在1.9微米内复制.
- 该方法符合验证轮视觉测量软件的严格要求.
- 对于精确度轮测量仪器,观察到精确度和强度的显著改善.
结论:
- 虚拟轮工件方法为轮视觉测量系统的验证和校准提供了可行的和有效的解决方案.
- 这种方法克服了与物理文物相关的局限性,提供了增强的适应性和强度.
- 这些发现支持采用虚拟文物来提高精密计量软件的可靠性.
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