通过视觉和非视觉传感器进行人群计数和分析的比较研究

J. Gupta, Sujata Gupta
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引用次数: 3

摘要

在本文中,我们提出了一个比较批判性的研究视觉和非视觉传感器用于人群行为分析。对人群的理解对分析有主要影响,他们对系统的支持程度是分析的关键因素。对人群的监控和安防前景是其主要特点,使系统易于使用,效果较好。目前应用较为广泛的视觉传感器有无线传感器网络、计算机视觉、智能摄像头、传感器融合等;非视觉传感器主要涉及呼叫、IEEE 802、11信号测量、智能疏散、社交网络和蓝牙等。这个比较研究确定了不同的人群行为分析,分析后我们显示哪种技术比另一种更好。智能设备现在用于监视,并在人群行为分析中提供更好的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A COMPARATIVE STUDY OF CROWD COUNTING AND PROFILING THROUGH VISUAL AND NON-VISUAL SENSORS
In this paper we present a comparative critical study of visual and non-visual sensors used in crowd behavior analysis. The understanding of crowd has main impact of the analysis how much they support the system is the key factor of the analysis. The surveillance and security prospects are the main feature for crowd that can make system easy and gives better result. The visual sensors that have been widely used are wireless sensor network, computer vision, smart camera, sensor fusion and few more; and the non-visual sensors are regarding the call, IEEE 802, 11 signals measurement, Smart Evactrack, Social Network and Bluetooth etc. This comparative study identified the different analysis of crowd behavior and after analysis we show which technique is better to another one. The smart devices are used now days for surveillance and gives better result in crowd behavior analysis.
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