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Multi-Agent System Based Mobile Help Desk and Monitoring of Safety Measures to Combat COVID-19 and Future Pandemics

机译:基于多功能系统的移动帮助台和监控对Covid-19和未来流行病的安全措施

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The outbreak of COVID-19 pandemic presents an unprecedented challenge for humanity. The historical data about the past pandemics indicates towards a high possibility of future pandemics. Moreover, current pandemic is expected to stay for longer time. In this situation, social robots hold a huge potential to assist in fighting against current and future pandemics by minimizing human-to-human interactions e.g., by providing digital help desk, and monitoring the compliance of people with required safety measures at public places. A huge number of robots are required to monitor large spaces like shopping malls, airports etc. Therefore, we present Multi-Agent System (MAS) to provide robot based mobile help desk and monitoring safety measure of wearing face mask, for large spaces in an efficient and cost-effective manner. Our proposed MAS is based on collaborative work of two agents: 1) CCTV Camera, and 2) Robot. Experimental results show efficiency and effectiveness of proposed MAS in navigation and control of robot based on visual information interpreted by CCTV camera to provide mobile help desk, and detecting face masks through robot by using state-of-the-art real-time computer vision algorithms in large spaces.
机译:Covid-19 Pandemic的爆发为人类提供了前所未有的挑战。关于过去流行病的历史数据表明了未来流行病的可能性很高。此外,目前的大流行预计将留在较长的时间内。在这种情况下,社会机器人通过最大限度地减少人类互动,通过提供数字帮助台,并在公共场所提供所需的安全措施的遵守情况来协助反对当前和未来淫荡的巨大潜力。需要大量的机器人来监测商场,机场等等大型空间,因此,我们展示了多功能系统(MAS)以提供基于机器人的移动帮助台和监控佩戴面罩的安全措施,适用于高效且经济高效的方式。我们提出的MAS是基于两个代理的协作工作:1)CCTV相机和2)机器人。实验结果表明,基于CCTV摄像机解释的视觉信息,提供了机器人导航和控制中所提出的MA的效率和有效性,以提供移动帮助台,通过使用最先进的实时计算机视觉算法通过机器人检测面部面罩在大空间。

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