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Stereo Vision based Object Tracking Control for a Movable Robot Head

机译:基于立体声视觉的可移动机器人头的对象跟踪控制

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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,我们在安装在Baxter Robot上的故意建造的可移动机器人头上开发了一种视觉跟踪控制系统。跟踪控制算法使用了由BumbleBee相机提供的立体声视觉系统,由Matlab计算机视觉工具箱促进。这项工作的目标是使机器人能够以类似的方式将头部移动为与我们的人类聚焦在移动物体上的视觉上。基于图像处理技术执行对象的识别和坐标的估计。采用模糊逻辑技术来控制移动头,以使人类像运动一样进入机器人。本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所提出的方法的有效性和效率。

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