基于高速视觉目标跟踪的机载无人机包裹不间断移交

Satoshi Tanaka, T. Senoo, M. Ishikawa
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引用次数: 1

摘要

尽管利用无人机进行物流配送的研究日益引起人们的极大兴趣,但在无人机上自动装载包裹的任务还没有得到充分的研究。在本研究中,我们设计了一个无人机自动递送系统,实现了一个包裹不间断地移交给机载无人机的任务。针对切换任务,我们利用不同帧率的摄像机开发了一种高速多摄像机视觉跟踪系统。通过传感器融合,该系统克服了使用短曝光时间的高速相机跟踪远距离目标的问题。实验表明,将高速目标跟踪(1000 fps)与远距离目标跟踪相结合是可行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Non-stop Handover of Parcel to Airborne UAV Based on High-speed Visual Object Tracking
Although research on physical distribution using unmanned aerial vehicles (UAVs) has seen increasingly significant interest, the task of automatically loading a parcel onto a UAV has not been researched adequately. In this study, to design an automatic UAV delivery system, we achieved the task of non-stop handover of a parcel to an airborne UAV. For the handover task, we developed a novel tracking system with highspeed, multi-camera vision using cameras with different frame rates. Through sensor fusion, the proposed system overcomes the problem associated with tracking far away objects by using high-speed cameras with short exposure times. The proposed system demonstrates that it is feasible to combine both highspeed object tracking (1000 fps) and distant object tracking.
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