迪斯科皮:用于摄像机校准和校正的算法和软件
1National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY 11973, USA.
Journal of synchrotron radiation
|April 9, 2025
概括
本研究提出了一种用于校准摄像头探测器的新方法,以纠正像辐射和视角扭曲等镜头扭曲. 迪斯科皮软件能够在断层扫描和计算机视觉等应用中进行准确的空间测量.
科学领域:
- 光学工程是指光学工程.
- 计算机视觉 计算机视觉
- 计量学 计量学 计量学
背景情况:
- 检测器校准对于维度断层扫描,光学计量学和计算机视觉中的空间精度至关重要.
- 现有的方法往往缺乏准确性,稳定性,易用性和处理各种扭曲的能力的平衡.
- 辐射镜头扭曲在高分辨率的X射线探测器光学中普遍存在,用于基于同步光子的平行光束断层扫描.
研究的目的:
- 开发和实施一种方法来单独描述和纠正辐射和视角扭曲.
- 为了在使用单个光学目标图像进行探测器校准时实现子像素精度.
- 为科学成像中透镜扭曲校正提供强大且易于使用的解决方案.
主要方法:
- 使用单一的校准图像来描述辐射和视角扭曲.
- 开发了算法来单独纠正光学中心偏移和镜头扭曲.
- 在Discorpy软件包中实现了校正方法.
主要成果:
- 从单一图像中成功地描述和纠正了辐射和视角扭曲.
- 在经过校正后的空间测量中获得了高精度.
- 证明了该软件能够处理探测器系统中常见的光学偏差.
结论:
- 提出的方法为准确的摄像头和基于镜头的探测器校准提供了有效的解决方案.
- 迪斯科皮软件为纠正复杂扭曲提供了强大的工具,提高了各种成像应用中的空间精度.
- 这种方法简化了校准过程,同时保持了科学成像的高精度.
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