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首页> 外文期刊>Sensors >A Mobile Robot Localization via Indoor Fixed Remote Surveillance Cameras ?
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A Mobile Robot Localization via Indoor Fixed Remote Surveillance Cameras ?

机译:通过室内固定远程监控摄像头对移动机器人进行定位?

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Localization, which is a technique required by service robots to operate indoors, has been studied in various ways. Most localization techniques have the robot measure environmental information to obtain location information; however, this is a high-cost option because it uses extensive equipment and complicates robot development. If an external device is used to determine a robot’s location and transmit this information to the robot, the cost of internal equipment required for location recognition can be reduced. This will simplify robot development. Thus, this study presents an effective method to control robots by obtaining their location information using a map constructed by visual information from surveillance cameras installed indoors. With only a single image of an object, it is difficult to gauge its size due to occlusion. Therefore, we propose a localization method using several neighboring surveillance cameras. A two-dimensional map containing robot and object position information is constructed using images of the cameras. The concept of this technique is based on modeling the four edges of the projected image of the field of coverage of the camera and an image processing algorithm of the finding object’s center for enhancing the location estimation of objects of interest. We experimentally demonstrate the effectiveness of the proposed method by analyzing the resulting movement of a robot in response to the location information obtained from the two-dimensional map. The accuracy of the multi-camera setup was measured in advance.
机译:定位已成为服务机器人在室内操作的一项技术,已通过多种方式进行了研究。大多数定位技术都有机器人来测量环境信息以获得位置信息。但是,这是一个高成本的选择,因为它使用了大量的设备并且使机器人的开发变得复杂。如果使用外部设备确定机器人的位置并将此信息传输到机器人,则可以减少位置识别所需的内部设备的成本。这将简化机器人的开发。因此,本研究提出了一种有效的方法来控制机器人,方法是使用由安装在室内的监视摄像机的视觉信息构成的地图获取机器人的位置信息。仅用一个对象的图像,由于遮挡,很难测量其大小。因此,我们提出了一种使用多个相邻监视摄像机的定位方法。使用摄像机的图像构建包含机器人和对象位置信息的二维地图。这项技术的概念是基于对摄像机覆盖区域的投影图像的四个边缘进行建模,并基于发现对象中心的图像处理算法来增强感兴趣对象的位置估计。我们通过分析响应于从二维地图获得的位置信息的机器人的最终运动,通过实验证明了该方法的有效性。预先测量了多相机设置的准确性。

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