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3D monocular robotic ball catching with an iterative trajectory estimation refinement

机译:具有迭代轨迹估计细化功能的3D单眼机器人接球

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摘要

In this paper, a 3D robotic ball catching algorithm which employs only an eye-in-hand monocular visual-system is presented. A partitioned visual servoing control is used in order to generate the robot motion, keeping always the ball in the field of view of the camera. When the ball is detected, the camera mounted on the robot end-effector is commanded to follow a suitable baseline in order to acquire measurements and provide a first possible interception point through a linear estimation process. Thereafter, further visual measures are acquired in order to continuously refine the previous prediction through a non-linear estimation process. Experimental results show the effectiveness of the proposed solution.
机译:本文提出了一种仅采用手眼单眼视觉系统的3D机器人抓球算法。为了产生机器人运动,使用了分区视觉伺服控制,始终将球保持在摄像机的视野内。当检测到球时,命令安装在机器人末端执行器上的摄像机遵循适当的基线,以获取测量值并通过线性估计过程提供第一个可能的拦截点。此后,为了通过非线性估计过程连续地完善先前的预测,需要获取其他视觉度量。实验结果表明了所提方案的有效性。

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