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Stereo Vision based Object Tracking Control for a Movable Robot Head

机译:基于立体视觉的可移动机器人头部目标跟踪控制

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In this paper, we have developed a visual tracking control system on a purposely built movable robot head mounted on a Baxter robot. The tracking control algorithm used a stereo vision system provided by a Bumblebee camera, facilitated by the MATLAB computer vision toolbox. The objective of this work is to enable a robot to move its head as in a similar manner as our humans beings to focus vision on a moving object. Identification of object and estimation of its coordinate are performed based on image processing techniques. A fuzzy logic technique is applied to control the moving head in order to bring human like motion into the robot. The method developed in this work can be extended to any other movable robot head platform. Extensive experimental studies have been performed to test the effectiveness and efficiency of the proposed method.
机译:在本文中,我们已经开发了一种视觉跟踪控制系统,该系统在安装在Baxter机器人上的特制可移动机器人头上。跟踪控制算法使用了由Bumblebee相机提供的立体视觉系统,并由MATLAB计算机视觉工具箱提供了便利。这项工作的目的是使机器人能够像人类一样移动其头部,以将视觉聚焦在移动的物体上。基于图像处理技术执行对象的识别和其坐标的估计。模糊逻辑技术用于控制移动头,以将类似人的运动带入机器人。这项工作中开发的方法可以扩展到任何其他可移动机器人头平台。已经进行了广泛的实验研究,以测试该方法的有效性和效率。

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