基于图像的机器人视觉伺服控制技术

Mohamed Kmich, H. Karmouni, Inssaf Harrade, A. Daoui, M. Sayyouri
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引用次数: 1

摘要

视觉伺服包括从摄像机提供的图像中提取信息并将其集成到机器人控制回路中以实现预期的动作。基于几何原语的视觉伺服技术在许多应用中都是有效的。本文从特征误差、计算时间和空间速度收敛等方面比较了点、线和圆三种视觉原语。仿真结果表明,基于三种几何基元的视觉伺服技术控制机器人的能力在计算时间和收敛速度上都优于线基元。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image-Based Visual Servoing Techniques for Robot Control
Visual servoing involves extracting information from the image provided by cameras and integrating it into the robot control loop to achieve the desired action. Visual servoing techniques based on geometric primitives are effective for a large class of applications. In this paper, we present a comparison between points, line, and circle primitives in terms of feature error, computation time, and space velocity convergence of the vision sensor. The simulation results show the ability of visual servo techniques based on the three geometric primitives for controlling robots with superiority to line primitives in terms of computation time and speed of convergence.
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