Wireless vision based moving object tracking robot through perceptual color space

M. Manigandan, G. Malathi, N. Madhavi
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引用次数: 5

Abstract

We present a wireless vision-based scheme for driving a wireless mobile robot to track a moving object. Objects are identified based on their unique color. These visual cues will be removed in the near future so that new vision algorithms are needed to cope with this. In this paper we present a method for detecting and tracking the ball with the help of the color information obtained from the colored object. Our method relies on a two-level approach. On the lower level, to detect the color object controlling the Wireless Mobile robot platform which carries the wireless camera is controlled so as to keep the target at the center of the image plane. On the higher level, the robot operates under the assumption that the camera system achieves perfect tracking. In particular, the relative position of the object is retrieved from the Image coordinates through simple geometry, and used to compute a control law driving the robot to the target. Various possible choices are discussed for the highlevel robot controller. Control of the Wireless robot is done based on the perceptual color information of the colored object acquired from the wireless camera
基于感知色彩空间的无线视觉运动目标跟踪机器人
提出了一种基于无线视觉的无线移动机器人跟踪运动物体的方案。物体根据其独特的颜色来识别。这些视觉线索将在不久的将来被移除,因此需要新的视觉算法来处理这一点。本文提出了一种利用彩色物体的颜色信息对球进行检测和跟踪的方法。我们的方法依赖于两层方法。下一层是对携带无线摄像机的无线移动机器人平台进行彩色物体检测,使目标保持在图像平面的中心位置。在更高的层次上,机器人在摄像机系统实现完美跟踪的前提下运行。特别是,通过简单的几何方法从图像坐标中获取物体的相对位置,并用于计算驱动机器人到达目标的控制律。讨论了高级机器人控制器的各种可能选择。无线机器人的控制是基于从无线摄像机获取的彩色物体的感知颜色信息
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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