使用树莓派计算人数的监控系统

K. Rantelobo, M. A. Indraswara, Nyoman Putra Sastra, D. Wiharta, H. Lami, H. Z. Kotta
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引用次数: 3

摘要

在本研究中,将视觉传感器应用于无线传感器网络(WSN)环境中,目的是实现房间内人数的监控系统。采用树莓派3平台作为图像处理和无线通信系统。树莓派3进行的图像处理和计算的结果被发送到web服务器上,在互联网上传播。从测试结果来看,系统能够通过使用背景减法、形态变换和计算图像的轮廓面积来执行图像处理,从而区分进入或离开房间的人。根据图像处理的结果,可以导出房间内的人数,并将其发送到web服务器。本文还对试验参数进行了描述。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Monitoring Systems for Counting People using Raspberry Pi 3
In this research, the use of the visual sensor in the Wireless Sensor Network (WSN) environment aims to monitoring system for counting people in a room. Raspberry Pi 3 platform is used as an image processing and wireless communication system. The results of image processing and calculation performed by Raspberry Pi 3 are sent to the web server to be disseminated on the internet. From the test results, the system is able to distinguish between people who are entering or leaving the room by performing image processing using background subtraction, morphological transformation, and calculating the contour area of the image. From the results of image processing, the number of people in the room can be derived and the system can deliver it to the web server. The test parameters are also described in this research.
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