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A camera-based target detection and positioning UAV system for search and rescue (SAR) purposes

机译:用于搜索和救援(SAR)的基于摄像机的目标检测和定位无人机系统

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摘要

Wilderness search and rescue entails performing a wide-range of work in complex environments and large regions. Given the concerns inherent in large regions due to limited rescue distribution, unmanned aerial vehicle (UAV)-based frameworks are a promising platform for providing aerial imaging. In recent years, technological advances in areas such as micro-technology, sensors and navigation have influenced the various applications of UAVs. In this study, an all-in-one camera-based target detection and positioning system is developed and integrated into a fully autonomous fixed-wing UAV. The system presented in this paper is capable of on-board, real-time target identification, post-target identification and location and aerial image collection for further mapping applications. Its performance is examined using several simulated search and rescue missions, and the test results demonstrate its reliability and efficiency.
机译:荒野搜索和救援需要在复杂的环境和广阔的区域中执行广泛的工作。考虑到由于有限的救援分配而在大区域中固有的担忧,基于无人机(UAV)的框架是提供航空成像的有前途的平台。近年来,微技术,传感器和导航等领域的技术进步影响了无人机的各种应用。在这项研究中,开发了一种基于摄像头的多合一目标检测和定位系统,并将其集成到完全自主的固定翼无人机中。本文介绍的系统能够进行机载,实时目标识别,目标后识别和定位以及航空影像收集,以用于进一步的地图绘制应用。通过几次模拟搜索和救援任务检查了其性能,测试结果证明了其可靠性和效率。

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