一个视角扭曲校正方法平面成像基于同位素绘图的平面成像
Chen Wang1, Yabin Ding1, Kai Cui1
1Key Laboratory of Mechanism Theory and Equipment Design of State Ministry of Education, Tianjin University, Tianjin 300350, China.
Sensors (Basel, Switzerland)
|April 28, 2025
概括
这项研究引入了一种新的方法来纠正单眼视觉测量中的视角扭曲,显著提高了准确性. 该技术使用同谱映射来实现精确的平面测量,克服常见的制造和对齐错误.
科学领域:
- 计算机视觉 计算机视觉
- 计量学 计量学 计量学
- 图像处理 图像处理
背景情况:
- 单眼视觉测量中的视角扭曲是由制造缺陷和非平行成像平面引起的.
- 这些扭曲严重影响到像素等价值和整体测量结果的准确性.
- 现有的方法很难有效地解决平面成像中这些结合的错误来源.
研究的目的:
- 为基于单眼视觉的平面测量提出和验证一种新的视角扭曲校正方法.
- 分析相机内在和外在参数对视角扭曲的影响.
- 通过同时纠正非线性和视角扭曲,实现高精度的平面测量.
主要方法:
- 通过分析相机参数,开发了一个视角转换模型.
- 构建了一个更正的成像平面,并使用同位学校准模型.
- 应用同位图映射来将原始图像转换为更正的平面,纠正扭曲.
主要成果:
- 半径,长度,角度和面积的实验测量显示出较低的平方根平均误差 (例如半径为0.016毫米) 和标准偏差 (例如半径为0.016毫米).
- 该方法有效地同时纠正了非线性和视角扭曲.
- 实现了高精度平面测量,并证明了准确性.
结论:
- 拟议的同谱映射方法有效地纠正单眼视觉中的视角扭曲.
- 这种技术使得高精度的平面测量能够实现,尽管存在制造错误和非平行成像.
- 结果验证了该方法用于精确的计量应用的能力.
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