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A low-cost pose-measuring system for robot calibration

机译:用于机器人校准的低成本姿态测量系统

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摘要

To maintain robot accuracy, calibration equipment is needed. In this paper we present a self-calibrating measuring system based on a camera in the robot hand plus a known reference object in the robot workspace. A collection of images of the reference object is obtained. Using image-processing, image-recognition and photogrammetric techniques, the positions and orientations of the camera are computed. The essential geometrical and optical camera parameters can be derived from the redundancy in the measurements. From each image the positions of markers on the reference object are extracted and the individual markers are identified. The camera positions for all images plus the parameters of the camera are solved together in a non-linear least-squares fitting procedure. Experimental results for this low-cost measuring system are presented.
机译:为了保持机器人的准确性,需要校准设备。在本文中,我们提出了一种基于机器人手中的摄像头以及机器人工作区中已知参考对象的自校准测量系统。获得参考对象的图像的集合。使用图像处理,图像识别和摄影测量技术,可以计算出相机的位置和方向。基本的几何和光学相机参数可以从测量中的冗余中得出。从每个图像中提取参考对象上标记的位置,并识别各个标记。所有图像的相机位置加上相机参数通过非线性最小二乘拟合过程一起求解。给出了这种低成本测量系统的实验结果。

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