Parking Space Occupancy Monitoring System Using Computer Vision and IoT

Luiz Eduardo Giampaoli, Fabiano Hessel
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Abstract

The process of organizing and managing parking spaces presents challenges for both the public and private sectors. Many of these challenges are caused by the inability to generate new parking spaces at the same pace as population adherence to new vehicles. Constantly improving technology in the fields of sensing and machine vision allow us to create systems that offer functionalities that are impractical to be performed with low human resources in large parking operations. An example of this type of functionality is real-time parking space occupancy monitoring. The objective of this work is the development of a system to monitor the occupancy of parking spaces. To achieve this goal, computer vision related technology integrated by an IoT platform will be used. The system was validated using different scenarios with different lighting intensities. The results are very promising even in cases where there was low ambient light
基于计算机视觉和物联网的车位占用监测系统
组织和管理停车位的过程对公共和私营部门都提出了挑战。其中许多挑战是由于无法在人口增加新车的同时创造新的停车位。在传感和机器视觉领域不断改进的技术使我们能够创造出能够提供在大型停车操作中以低人力资源执行不切实际的功能的系统。这类功能的一个例子是实时停车位占用监测。这项工作的目标是开发一个监控停车位占用情况的系统。为了实现这一目标,将使用由物联网平台集成的计算机视觉相关技术。该系统在不同照明强度的不同场景下进行了验证。即使在环境光较弱的情况下,结果也很有希望
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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