机械臂的视觉控制

G. Carter, M. Tokhi, Oa Oumar
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引用次数: 0

摘要

机器人控制与计算机视觉相结合是一门新兴的技术。捕捉真实世界场景,过滤掉特定对象,然后将其定位到特定点的能力为未来技术开辟了许多途径。本文将计算机视觉与六自由度机械臂相结合。目的是开发一种通过视觉交互控制机械臂的方法。进行的调查包括物理机械手的数学和几何表示,利用颜色分割方法进行对象检测,使用Arduino从视觉识别程序的命令行建立通信,以及开发面向用户的软件包,该软件包集成了两个关键目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visual control of a robotic arm
Integration of robot control with computer vision is an emerging technology. The ability to capture a real world scenario, filter out a specific object, and then localise it with respect to a specific point opens up many avenues for future technologies. In this paper, computer vision is integrated with a 6-DOF robotic arm. The aim is to develop a methodology for controlling a robotic arm through visual interaction. The investigations carried out include mathematical and geometrical representation of the physical manipulator, object detection utilising a colour segmentation approach, establishing communications from the command line of the visual recognition program with an Arduino and development of a user orientated software package that integrates the two key objectives.
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