重庆建筑2024,Vol.23Issue(10) :17-19.DOI:10.3969/j.issn.1671-9107.2024.10.17

基于计算机视觉的乡村公路无人机巡检技术研究

Research on Unmanned Aerial Vehicle(UAV)Inspection Technology for Rural Roads Based on Computer Vision

冉东 龙建旭 王转
重庆建筑2024,Vol.23Issue(10) :17-19.DOI:10.3969/j.issn.1671-9107.2024.10.17

基于计算机视觉的乡村公路无人机巡检技术研究

Research on Unmanned Aerial Vehicle(UAV)Inspection Technology for Rural Roads Based on Computer Vision

冉东 1龙建旭 1王转1
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作者信息

  • 1. 贵州交通职业技术学院,贵州贵阳 551400;贵州省道路检监测养护技术工程研究中心,贵州贵阳 551400
  • 折叠

摘要

近年来,无人机技术迅速发展并广泛应用,在乡村振兴中也发挥了积极的作用.特别是乡村道路由于地质条件等原因需要定期进行巡检,受损比较严重的地方必须第一时间进行排查,为能够快速对道路进行巡检,研究采用无人机进行图像采集,运用图像识别方式进行缺陷检测,从而实现快速、智能化巡检,保障乡村道路安全.

Abstract

In recent years,unmanned aerial vehicle(UAV)technology has developed rapidly and been widely applied,playing a positive role in rural revitalization.Especially,rural roads require regular inspections due to geological conditions and other factors,and severely damaged areas must be investigated promptly.To enable rapid road inspections,this study adopts UAVs for image acquisition and utilizes image recognition methods for defect detection,thereby achieving rapid and intelligent inspections to ensure rural road safety.

关键词

无人机/巡检技术/图像分类/图像识别/乡村道路

Key words

Unmanned Aerial Vehicle(UAV)/Inspection Technology/Image Classification/Image Recognition/Rural Road

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基金项目

2021年测绘地理信息职业教育研究课题(2021CHYB15)

贵州省科技计划项目(黔科合基础-ZK[2021]一般290)

清镇市软科学研究项目([2023]清科合同字第04号)

出版年

2024
重庆建筑
重庆市建筑科学研究院

重庆建筑

影响因子:0.292
ISSN:1671-9107
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