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Registered Object Trajectory Generation for Following by a Mobile Robot

机译:用于移动机器人跟随的注册对象轨迹生成

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This article presents an algorithm to generate trajectory of a visually localized object by linking centre points from successive image frames. In this method object is registered using a mouse and the system dynamically creates several templates of that object with different resolutions and slides those templates over the whole image and measures the matching score at every position. Based on predefined threshold of minimum distance object is localized and the centre position of that object is preserved. Using the coordinates of two consecutive centres of localized object, the system calculates the object movement in terms of number of pixels and direction in radian. Finally, the system maps the visual information with floor spaces where the robot will be moved. The algorithm is tested using a mobile robot where the robot follows the trajectory of a registered object.
机译:本文提出了一种算法,该算法通过链接来自连续图像帧的中心点来生成视觉定位对象的轨迹。在这种方法中,对象是使用鼠标注册的,系统会动态创建该对象的具有不同分辨率的多个模板,并将这些模板滑动到整个图像上,并在每个位置测量匹配分数。基于最小距离的预定阈值,可以定位对象并保留该对象的中心位置。系统使用两个连续的局部对象中心的坐标,以像素数和弧度方向计算对象运动。最后,系统将视觉信息与机器人将要移动到的地面空间进行映射。使用移动机器人对算法进行测试,其中机器人遵循已注册对象的轨迹。

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