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Adaptive Tracking of Moving Objects of Sports Training Robot Based on Image Error

机译:基于图像误差的运动训练机器人移动物体的自适应跟踪

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摘要

With the development of computer technology, electronic technology, sensor technology and artificial intelligence technology, people are no longer satisfied that robots can only be in a fixed environment, and begin to study intelligent robots with strong environmental adaptability and high sensitivity. Moving target detection and tracking is a process of tracking by analyzing the image error data from the environment without knowing the target motion information in advance, judging whether there is motion information in the visual field in real time and estimating the state of target motion. Through visual images, robot can not only obtain rich external information, but also obtain non-contact measurement of the environment. Therefore, robot vision plays a very important role in the perception ability of robot. Traditional adaptive methods often need to use the output error of the object and transmit it back, so it is necessary to identify the object. Taking sports training robot as an example, this paper studies the adaptive tracking method of robot moving target based on image error.
机译:随着计算机技术,电子技术,传感器技术和人工智能技术的发展,人们不再满足机器人只能处于固定环境,并开始研究智能机器人,具有强大的环境适应性和高灵敏度。移动目标检测和跟踪是通过预先了解来自环境的图像误差数据来跟踪图像误差数据,判断是否存在实时在视野中存在运动信息并估计目标运动状态。通过视觉图像,机器人不仅可以获得丰富的外部信息,还可以获得环境的非接触式测量。因此,机器人愿景在机器人的感知能力中起着非常重要的作用。传统的自适应方法通常需要使用对象的输出错误并将其传输,因此必须识别对象。以体育训练机器人为例,本文研究了基于图像误差的机器人移动目标的自适应跟踪方法。

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