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Comparison of Pose Estimation Methods of a 3D Laser Tracking System Using Triangulation and Photogrammetry Techniques

机译:使用三角测量和摄影测量技术的3D激光跟踪系统的姿态估计方法的比较

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摘要

In this paper, we compare the accuracy and resolution of a 3D-laser scanner prototype that tracks in real-time and computes the relative pose of objects in a 3D space. This 3D-laser scanner prototype was specifically developed to study the use of such a sensor for space applications. The main objective of this project is to provide a robust sensor to assist in the assembly of theInternational Space Station where high tolerance to ambient illumination is paramount. The laser scanner uses triangulation based range data and photogrammetry methods (spatial resection), to calculate the relative pose of objects. Range information is used to increase the accuracy of the sensing system and to remove erroneous measurements. Two high-speed galvanometers and a collimated laser beam address individual targets mounted on an object to a resolution corresponding to an equivalent imager of 10000\ud710000 pixels. Knowing the position coordinates of predefined targets on the objects, their relative poses can be computed using either the scanner calibrated 3D coordinates or spatial resection methods.
机译:在本文中,我们比较了实时跟踪并计算3D空间中对象的相对姿态的3D激光扫描仪原型的准确性和分辨率。该3D激光扫描仪原型专门开发用于研究将这种传感器用于太空应用。该项目的主要目的是提供一种坚固耐用的传感器,以协助国际空间站的组装,其中对环境照明的高耐受性至关重要。激光扫描仪使用基于三角测量的距离数据和摄影测量方法(空间切除)来计算对象的相对姿势。范围信息用于提高传感系统的精度并消除错误的测量结果。两个高速振镜和准直的激光束对安装在物体上的各个目标进行寻址,其分辨率对应于10000 \ ud710000像素的等效成像器。知道预定义目标在对象上的位置坐标后,就可以使用扫描仪校准的3D坐标或空间切除方法来计算它们的相对姿态。

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