Vision based target tracking using an unmanned aerial vehicle

E. Harik, F. Guérin, F. Guinand, J. Brethé, Hervé Pelvillain, Adel Zentout
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引用次数: 14

Abstract

We present in this paper a backstepping controller for vision based target tracking with an Unmanned Aerial Vehicle. A down facing camera is used with a pose estimation algorithm to extract the position of the target (an Unmanned Ground Vehicle). The output is then fed into the developed controller to generate the necessary movements (pitch and roll) of the Unmanned Aerial Vehicle in order to keep the target in the coverage view of the camera (following it constantly). The developed scheme is used to help the Unmanned Ground Vehicle to navigate among obstacles, and the overall system is designed in order to help human operator to supervise the Aerial and Ground vehicles for area inspection or object transportation in industrial areas (when using multiple Unmanned Ground Vehicles).
基于视觉的无人机目标跟踪
本文提出了一种用于无人机视觉目标跟踪的反步控制器。使用下视摄像头和姿态估计算法来提取目标(无人地面车辆)的位置。然后将输出输入开发的控制器,以生成无人机的必要运动(俯仰和滚动),以便将目标保持在摄像机的覆盖视图中(不断跟随它)。所开发的方案用于帮助无人地面车辆在障碍物之间导航,并且整个系统的设计是为了帮助人类操作员监督空中和地面车辆进行区域检查或工业区域的物体运输(当使用多个无人地面车辆时)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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