摘要
针对目前航道要素的智能感知需求与存在的问题,设计了基于无人机、无人船的视频智能感知方案,搭建数字长江航道无人机无人船智能识别应用平台,利用人工智能(artificial intelligence,AI)识别技术,实现对航标的识别与状态检测、水尺观读和航道整治建筑物缺损检测,为建成智能视频巡航新模式、推动辅助决策智能化提供思路。
In view of the current demand and problems of intelligent perception of waterway elements,we design an intelligent perception scheme for video based on unmanned aerial vehicles(UAVs)and unmanned surface vehicles(USVs).We establish an intelligent detection application platform of digital Yangtze River waterway for UAVs and USVs,realizing the detection of navigation marks and their status,the observation and reading of water scale,and defect detection of waterway regulating structures by artificial intelligence(AI)detection technology.The proposed scheme provides ideas for building a new model of intelligent video cruising and promoting intelligent auxiliary decision-making.
作者
何涛涛
黄登
余长慧
任福
郭娅婷
HE Taotao;HUANG Deng;YU Changhui;REN Fu;GUO Yating(School of Resources and Environmental Sciences,Wuhan University,Wuhan 430079,China;Yichang Waterway Engineering Bureau of Yangtze River,Yichang 443002,China;School of Remote Sensing and Information Engineering,Wuhan University,Wuhan 430079,China;Collaborative Innovation Center of Geospatial Technology,Wuhan University,Wuhan 430079,China;Changjiang Waterway Survey Center,Wuhan 430010,China)
出处
《测绘地理信息》
CSCD
2023年第1期122-126,共5页
Journal of Geomatics
基金
长江航道局科技项目(202230002)。
关键词
航道要素
智能感知
人工智能
无人机
无人船
waterway element
intelligent perception
artificial Intelligence
unmanned aerial vehicle(UAV)
unmanned surface vehicle(USV)
