采用单摄像头的无人机三维导航,为关键基础设施的接触式检测提供精确的目标跟踪

Tobias Skov, Laura Bonde Holst, M. Fumagalli
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引用次数: 1

摘要

本文提出了一种利用单目摄像机将末端执行器探头定位于垂直混凝土表面的无人机自主三维目标跟踪和位置控制的新方法。提出的解决方案基于混凝土表面的特征检测,旨在通过用户界面选择用户定义的目标来控制无人机。为了确保所选目标的3D感知,该方法与基于相机的距离估计器相结合,该距离估计器使用安装在无人机上的激光笔。实验结果表明,该系统能够在有限的误差范围内导航到用户定义的目标并与目标建立联系。
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3D Navigation by UAV using a mono-camera, for precise target tracking for contact inspection of critical infrastructures
This paper proposes a novel approach for autonomous 3D tracking of targets and position control of a UAV, using a monocular camera to aim at positioning an end-effector probe on a vertical concrete surface. The proposed solution is based on features detection on a concrete surface, and aims to control the drone to a user defined target that is chosen via a user interface. To ensure 3D perception of the selected target, the approach is combined with a camera-based distance estimator, that uses laser pointers mounted on the drone. Experimental results show that the system is able to navigate towards the user-defined target and establish contact with it with a limited a margin of error.
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