基于图像识别的智能车位管理系统的设计
Design of Intelligent Parking Space Management System Based on Image Recognition
摘要: 伴随着轿车数量的大幅增加,车位被占的矛盾也越来越突出。本文探讨了一种基于图像识别技术的车位管理系统,该系统使用摄像头对每个停车位进行实时监控,每个车位都安装了锁,通过远程服务器控制车位锁。摄像机探测到有小汽车要进入车位,识别车牌号码并将该号码发送给远程服务器。通过服务器对车牌号进行权限判断,如果该车牌小车对车位有停车权限,服务器远程控制车位上的车位锁开锁,否则不开锁。试验表明,系统对停车请求的响应时间小于4.5 s,车牌识别率在95%以上。
Abstract: Along with the significant increase in the number of cars, the conflict of occupied parking spaces is becoming more and more prominent. This paper discusses a parking space management system based on image recognition technology, which uses a camera to monitor each parking space in real time, and each parking space is installed with a lock, which is controlled by a remote server. The camera detects that a small car is going to enter the parking space, recognizes the license plate number and sends that number to the remote server. Through the server to the license plate number for permission judgment, if the license plate car to the parking space has parking privileges, the server remote control of the parking space lock on the parking space to unlock, otherwise not unlock. The test shows that the response time of the system to the parking request is less than 4.5 s, and the license plate recognition rate is above 95%.
文章引用:高宇, 田闯, 姜明新. 基于图像识别的智能车位管理系统的设计[J]. 图像与信号处理, 2022, 11(1): 25-34. https://doi.org/10.12677/JISP.2022.111004

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