首页|基于俯拍视频图像的露天停车场车位状态检测

基于俯拍视频图像的露天停车场车位状态检测

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为了解决现实生活中室外露天停车场遇到比较大的车流量时,人们因不知道停车场中空余车位的位置信息而给停车场管理工作带来的困难.做了如下创新性研究,利用无人机俯拍停车场,同时将视频图像传至电脑,通过图像处理得到停车位在图像中的相对位置坐标.然后利用得到的相对位置坐标和基于迁移学习的VGG-16网络,完成对停车场中停车位状态的检测,并且能够实时输出空余车位对应的编号使工作人员能够知道空余车位的具体位置.这样就方便工作人员对停车场的管理,可以提高停车场的运行效率.
Parking Status Detection in Open Parking Lot Based on Aerial Video Image
In order to solve the outdoor parking lot in real life meet larger cars,people don't know free parking in the parking lot and the location of the information to the parking lot management brings difficulties to do the following innovative research,us-ing unmanned aerial vehicle(uav)Angle parking lot,will transmit the video image to a computer at the same time,parking space is obtained by image processing relative position in the image coordinates,then using relative coordinates and VGG-16 network based on migration study,complete parking in the parking lot state detection,and can output real-time spot corresponding num-ber enable staff to know the location of the free parking In this way,it is convenient for the staff to manage the parking lot and im-prove the operation efficiency of the parking lot.

Unmanned Aerial Vehicle(UAV)Image ProcessingTransfer LeaningVGG-16

王吉祥、张爱梅

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郑州大学机械与动力学院,河南 郑州 450001

无人机 图像处理 迁移学习 VGG-16

河南省科技攻关项目

181200210100

2023

机械设计与制造
辽宁省机械研究院

机械设计与制造

CSTPCD北大核心
影响因子:0.511
ISSN:1001-3997
年,卷(期):2023.394(12)
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