UAV human teleoperation using event-based and frame-based cameras

J. P. Rodríguez-Gómez, R. Tapia, A. G. Eguíluz, J. R. Martínez-De Dios, A. Ollero
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引用次数: 3

Abstract

Teleoperation is a crucial aspect for human-robot interaction with unmanned aerial vehicles (UAV s) applications. Fast perception processing is required to ensure robustness, precision, and safety. Event cameras are neuromorphic sensors that provide low latency response, high dynamic range and low power consumption. Although classical image-based methods have been extensively used for human-robot interaction tasks, responsiveness is limited by their processing rates. This paper presents a human-robot teleoperation scheme for UAVs that exploits the advantages of both traditional and event cameras. The proposed scheme was tested in teleoperation missions where the pose of a multi rotor robot is controlled in real time using human gestures detected from events.
使用基于事件和基于帧的摄像机的无人机人类远程操作
远程操作是无人机应用中人机交互的一个重要方面。为了保证鲁棒性、精度和安全性,需要快速的感知处理。事件相机是神经形态传感器,提供低延迟响应,高动态范围和低功耗。尽管经典的基于图像的方法已广泛用于人机交互任务,但其响应能力受到其处理速度的限制。本文提出了一种利用传统摄像机和事件摄像机优点的无人机人机远程操作方案。提出的方案在远程操作任务中进行了测试,其中多转子机器人的姿态是利用从事件中检测到的人类手势来实时控制的。
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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