The invention discloses an intelligent traffic management method and system based on multi-modal perception, and relates to the technical field of traffic intelligent management, and the method comprises the steps: connecting a collection broadcast module in an intelligent traffic management system to extract a traffic influence event; carrying out influence range positioning and influence factor decomposition on the traffic influence event meeting the preset requirement, and determining a sensor influence factor and an involved sensor; performing sensor data acquisition anomaly association analysis to obtain sensor anomaly parameters and anomaly influence degrees; traversal matching is carried out, and a compensation sensor is determined; constructing a multi-modal sensing fusion channel by using a compensation sensor and an involved sensor to obtain fusion sensing data; and a traffic management strategy is determined by fusing the sensing data and is fed back to the traffic management execution module for traffic management control. The method has the technical effects of high environmental fitness, strong anti-interference capability, high multi-modal data accuracy, high confidence and improvement of the traffic management level.
本申请公开了一种基于多模态感知的智能交通管理方法及系统,涉及交通智能管理技术领域,所述方法包括:连接智能交通管理系统中采集广播模块提取交通影响事件;对满足预设要求的交通影响事件进行影响范围定位及影响因素分解,确定传感器影响因子及涉事传感器;进行传感器数据采集异常关联分析,获得传感器异常参数、异常影响度;遍历匹配,确定补偿传感器;利用补偿传感器、涉事传感器构建多模态感知融合通道,获得融合感知数据;通过融合感知数据确定交通管理策略,反馈至交通管理执行模块进行交通管理控制。具有环境适应度高,抗干扰能力强、多模态数据准确度、置信度高,提升交通管理水平的技术效果。
Intelligent traffic management method and system based on multi-modal perception
一种基于多模态感知的智能交通管理方法及系统
2023-12-22
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
Traffic situation perception prediction method and system based on multi-modal traffic large model
European Patent Office | 2023
|European Patent Office | 2016
|Urban traffic signal controller control method and system based on multi-modal perception
European Patent Office | 2023
|Intelligent traffic early warning method and system based on multi-modal visual tracking
European Patent Office | 2023
|