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Hand Tracking-based Motion Control for Robot Arm Using Stereo Camera

机译:基于手部跟踪的立体相机对机器人手臂的运动控制

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In this paper, we designed an application and implemented the robot arm control by hand tracking using the stereo camera. The camera captured and tracked the hand motion and saved the coordinate position or the hand motion position in 3D. Our system was designed to track pitch, yaw and roll motion of the hand. Besides that, the system could also be tracked the hand motion of forwarding and backward motion. The hand tracking data were then saved and processed in our system. By using TCP/IP communication, those data were sent to the arm robot and be transformed become the movement of the arm robot. Our system could move the arm robot by the tracking of the hand motion. The experimental results showed that our system successfully reduces the error of the arm robot motion for each motion such as pitch, yaw and roll motion with the motion error 7.28°, 4.70°, 5,37°, respectively.
机译:在本文中,我们设计了一个应用程序,并通过使用立体摄像机的手部跟踪来实现机器人手臂控制。摄像机捕获并跟踪了手势,并以3D形式保存了坐标位置或手势位置。我们的系统旨在跟踪手的俯仰,偏航和侧倾运动。除此之外,该系统还可以跟踪前进和后退的手部动作。然后将手部跟踪数据保存并在我们的系统中进行处理。通过使用TCP / IP通信,这些数据被发送到手臂机器人并被转换为手臂机器人的运动。我们的系统可以通过跟踪手势来移动手臂机器人。实验结果表明,我们的系统成功地减小了每个机器人运动的误差,例如俯仰,偏航和侧倾运动的运动误差分别为7.28°,4.70°,5,37°。

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