Pedestrian Recognition System for Smart Security Robot using Pedestrian Re-identification Algorithm

Yusu Wang, Zhipeng Ma, Huaqi Fang, Can Hu, Yihao Cao, Dingxin He
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Abstract

The security system is an important guarantee for the safety of citizens' lives and property. In recent years, security robots have been more and more widely used in security systems. At present, domestic security robots generally lack of pedestrian recognition ability under complex circumstances. Therefore, this paper designs and implements pedestrian recognition system for smart security robots using improved pedestrian re-identification algorithm. Experiment result shows that the system has success rate of 90 % and response speed compliance rate of 94.4% under real circumstances, which is much better than traditional system.
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基于行人再识别算法的智能安防机器人行人识别系统
安全保障制度是保障公民生命财产安全的重要保障。近年来,安防机器人在安防系统中的应用越来越广泛。目前国内安防机器人普遍缺乏复杂环境下的行人识别能力。因此,本文采用改进的行人再识别算法,设计并实现了智能安防机器人的行人识别系统。实验结果表明,该系统在实际情况下的成功率为90%,响应速度符合率为94.4%,大大优于传统系统。
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