The invention discloses a scenic spot personnel and vehicle intelligent diversion system and method. The method comprises the following steps: firstly, carrying out key frame discrete sampling on a people flow monitoring video collected by a camera deployed at a scenic spot intersection to obtain a time sequence of people flow monitoring key frames; respectively carrying out feature extraction on the time sequence of the people flow monitoring key frame through a people flow distribution feature extractor based on a deep neural network model so as to obtain a time sequence of a people flow distribution semantic feature graph; secondly, enabling the time sequence of the people flow distribution semantic feature map to pass through a spatial information multi-scale intensive attention reserving module to obtain a time sequence of a spatial saliency people flow distribution semantic feature map; and the time sequence of the spatial saliency people flow distribution semantic feature map passes through a people flow time sequence distribution reasoning module to obtain people flow time sequence reasoning semantic features, and finally, based on the people flow time sequence reasoning semantic features, whether the green light time is prolonged is determined.
一种景区人员及车辆智慧导流系统及方法。其首先对由部署于景区路口的摄像头采集的人流量监控视频进行关键帧离散采样以得到人流量监控关键帧的时间序列,接着,通过基于深度神经网络模型的人流分布特征提取器分别对所述人流量监控关键帧的时间序列进行特征提取以得到人流分布语义特征图的时间序列,然后,将所述人流分布语义特征图的时间序列通过空间信息多尺度密集保留注意力模块以得到空间显著化人流分布语义特征图的时间序列,接着,将所述空间显著化人流分布语义特征图的时间序列通过人流量时序分布推理模块以得到人流量时序推理语义特征,最后,基于所述人流量时序推理语义特征,确定是否延长绿灯时间。
Scenic spot personnel and vehicle intelligent diversion system and method
景区人员及车辆智慧导流系统及方法
2024-12-13
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G06V |
Scenic spot vehicle using method, server and scenic spot commuting vehicle
European Patent Office | 2021
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