舰船电子工程2024，Vol.44Issue(4)：124-130,7.DOI:10.3969/j.issn.1672-9730.2024.04.027
机场无线电导航设施原始资料智能审核
Intelligent Review of Airport Radio Navigation Source Materials
摘要
Abstract
In order to solve the problem of aviation information digitization,the intelligent review of the original data of airport radio navigation facilities is studied by using computer program language,image detection and text recognition technology.Accord-ing to the publication of the original data,the functional requirement model of the third-level and second-level audit departments based on the Kano model is established,and the demand content and expected objectives of intelligent audit are quantitatively ana-lyzed by SPSS.The regular expression technology is used to solve the automatic review of the text part,the YOLOv5 image recogni-tion is used to establish the data collection,format conversion and model training of the audit attachment,and the OCR technology realizes the intelligent auxiliary review of the text recognition of the attachment.Finally,an intelligent audit system is built based on the JAVA platform.The collected inspection documents reported by airports in southwest China are input into the system,and the text and attachments are audited,verifying the accuracy of the intelligent audit system.关键词
无线电导航原始资料/需求分析/智能审核/正则表达式/YOLOv5sKey words
radio navigation source material/demand analysis/intelligent audit/regular expression/YOLOv5s分类
交通工程引用本文复制引用
陈华群,董世华,柳藴栖,朱兴澳,黄方玮,杨明慧..机场无线电导航设施原始资料智能审核[J].舰船电子工程,2024,44(4):124-130,7.基金项目
国家自然科学基金项目(编号:72201268) （编号:72201268）
四川省科技计划(编号:2022YFG0197)资助. （编号:2022YFG0197）
