使用空中机器人的视觉工业检测

Sammy Omari, Pascal Gohl, M. Burri, Markus Achtelik, R. Siegwart
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引用次数: 49

摘要

无人驾驶飞行器(UAV)的使用提供了一种独特的可能性,可以在人类难以到达或危险的区域捕获视觉信息。为了使无人机成为视觉检测的标准工具,至关重要的是,空中机器人可以由非专业无人机飞行员有效操作,并且导航系统足够强大,可以在恶劣的工业条件下保持运行。为此,我们提出了一种无人机导航系统设置,该系统使用视觉惯性传感器提示来估计无人机姿态,并在无人机上实时创建密集的3D环境地图,完全独立于GPS。拟议的导航系统使操作员能够使用高级命令(如航路点或速度命令)直接与无人机接口,同时导航系统确保稳定和无碰撞飞行。
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Visual industrial inspection using aerial robots
The use of unmanned aerial vehicles (UAV) offers a unique possibility to capture visual information in areas which are hard to reach or dangerous for humans. For UAVs to become a standard tool in visual inspection, it is of utmost importance that the aerial robot can be operated efficiently by a non-expert UAV pilot and that the navigation system is robust enough to remain operational in rough, industrial conditions. To this end, we present a UAV navigation system setup that uses visual-inertial sensor cues to estimate the UAV pose as well as to create a dense 3D map of the environment in real-time onboard the UAV, completely independent of GPS. The proposed navigation system enables the operator to directly interface the UAV using high-level commands such as waypoints or velocity commands while the navigation system ensures a stable and collision-free flight.
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