人工智能在公路路面病害自动识别中的应用研究  

Research on the Application of Artificial Intelligence in Automatic Identification of Road Surface Diseases

作　　者：王薇 WANG Wei(Xi'an Provincial Highway Bureau,Xi'an,Shaanxi,710003,China)

机构地区：[1]陕西省西安市公路局,陕西西安710003

出　　处：《智能城市应用》2025年第1期20-22,共3页Smart City Application

摘　　要：在日常养护路面病害识别方面,大多采用肉眼观测实际路面的方式,随着科技的发展,为降低劳动强度,发展为利用路面影像人工判读进行病害识别。无论怎样,人工用肉眼识别病害都存在漏检现象,准确率低,工作效率低。为解决此问题,以人工智能代替肉眼进行路面病害识别,并进行路面病害的可视化管理。基于人工智能的路面病害自动识别系统研发与应用,显著提升了路面病害识别效率,为路面病害自动化识别技术的发展做出了贡献,提高了养护管理科技水平。In the daily maintenance of road surface disease identification,the method of observing the actual road surface with the naked eye is mostly used.With the development of technology,in order to reduce labor intensity,it has been developed to use manual interpretation of road surface images for disease identification.No matter what,there is always a phenomenon of missed detection when manually identifying diseases with the naked eye,with low accuracy and low work efficiency.To solve this problem,artificial intelligence is used instead of the naked eye for road surface disease recognition,and visual management of road surface diseases is carried out.The development and application of an automatic recognition system for road surface diseases based on artificial intelligence have significantly improved the efficiency of road surface disease recognition,contributed to the development of automatic recognition technology for road surface diseases,and improved the level of maintenance management technology.

关 键 词：人工智能 公路路面 病害自动识别 应用 

分 类 号：U41[交通运输工程—道路与铁道工程]