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通过透视转换提高深孔测量仪器的测量精度
Xiaowei Zhao1,2, Huifu Du1,2, Daguo Yu1,2
1School of Mechanical Engineering, North University of China, Taiyuan 030051, China.
Sensors (Basel, Switzerland)
|May 25, 2024
概括
本研究介绍了一种方法来纠正由传感器加热引起的深孔成像中的测量错误. 通过跟踪目标运动,系统可以弥补热漂移,显著提高准确性.
科学领域:
- 计量学 计量学 计量学
- 光学工程是指光学工程.
- 机器视觉 机器视觉 机器视觉
背景情况:
- 深孔测量对于加工和维护至关重要.
- 单摄像头视觉提供了一种经济有效的解决方案,但受到传感器加热引起的错误的影响.
- 由于热效应,在深孔计量学中实现高精度是具有挑战性的.
研究的目的:
- 建议和验证激光和基于视觉的深孔测量仪器的错误补偿方法.
- 为了解决成像传感器加热引起的测量不准确性.
- 为了提高深孔计量系统的精度.
主要方法:
- 开发了一种方法来利用相机视野内的固定目标来预测像素移位.
- 员工的视角转换,以补偿热引起的错误.
- 由于传感器温度变化,分析了透视投影矩阵中的变化.
主要成果:
- 拟议的方法有效地预测了热效应引起的像素漂移.
- 像素误差在补偿后从1.99像素减少到0.393像素.
- 补偿实验表明,测量准确度显著提高.
结论:
- 该研究验证了使用视角转换来补偿深孔测量中热引起的错误的实用性和可靠性.
- 开发的方法提高了深孔计量学中单摄像头视觉系统的准确性.
- 这种方法提供了一个强大的解决方案,用于提高要求高的测量应用程序的精度.
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