3D Coordinate Calculation and Pose Estimation of Power Meter based on Binocular Stereo Vision

Qingdan Huang, W. Mo, Liqiang Pei, Lian Zeng
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引用次数: 1

Abstract

To establish an intelligent power meter verification automatic flow operation platform, it is necessary to transport different types of power meters from the area to be verified to the conveyor belt of the instrument verification line. Aiming at the background demand of this practical application, this paper studies the power meter positioning based on binocular stereo vision, including instrument 3D coordinate calculation and pose estimation. The instrument 3D coordinate calculation mainly calculates the coordinates of the instrument center point through the stereo matching algorithm. The instrument pose estimation mainly expresses the space pose of the instrument by increasing the inclination angle of the instrument in the horizontal plane. Through the 3D coordinate calculation and pose estimation of the power meter, the spatial position of the instrument relative to the binocular stereo vision system can be obtained, which lays a foundation for automatic grabing of power meter by mechanical arm.
基于双目立体视觉的功率计三维坐标计算与位姿估计
建立智能电能表检定自动化流程操作平台,需要将不同类型的电能表从待检定区域运送到仪表检定线的输送带上。针对本次实际应用的背景需求,本文研究了基于双目立体视觉的功率计定位,包括仪器三维坐标计算和位姿估计。仪器三维坐标计算主要是通过立体匹配算法计算仪器中心点的坐标。仪器位姿估计主要通过增加仪器在水平面上的倾角来表达仪器的空间位姿。通过对功率计的三维坐标计算和位姿估计,得到仪器相对于双目立体视觉系统的空间位置,为机械臂自动抓取功率计奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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