Urban intersections are important places where pedestrians and vehicles meet, and pedestrian crossing safety has become a key issue. An intelligent pedestrian crossing system based on a machine vision intelligent recognition system is proposed as a solution to improve pedestrian traffic safety and street crossing experience. This study uses a machine vision algorithm model, combined with image and video processing technology, to design and implement an intelligent pedestrian crossing system at an urban intersection. Experimental testing and performance evaluation of the system were conducted, focusing on key indicators such as pedestrian detection and recognition accuracy, signal light status recognition accuracy, and system response time. Experimental results show that the pedestrian detection and recognition accuracy of this system is between 88% and 95%. The pedestrian intelligent crossing system shows high accuracy in pedestrian detection and recognition accuracy, and can accurately calibrate the position of pedestrians and Identify their identity information. The system also shows a high accuracy in the signal light status identification task and can accurately determine the current signal light status. In addition, the system has a short reaction time and can take necessary actions and decisions in time to ensure pedestrians cross the street safely.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Intelligent Pedestrian Crossing System at Urban Intersection based on Machine Vision Intelligent Recognition System


    Beteiligte:
    Cheng, Huiting (Autor:in)


    Erscheinungsdatum :

    23.02.2024


    Format / Umfang :

    990951 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Intelligent urban pedestrian crossing system

    HAO JUNFENG / LU CHAO / LIU DONGZE | Europäisches Patentamt | 2020

    Freier Zugriff

    Advanced Intelligent Pedestrian Crossing System

    Umamaheswari, S / Pranesh, S / Arun, N et al. | IEEE | 2025


    Pedestrian crossing lamp intelligent control system

    ZHAO POCHUN | Europäisches Patentamt | 2023

    Freier Zugriff

    Intersection pedestrian crossing risk early warning method and system in intelligent network connection environment

    WANG JINGWEN / CHEN WEIJIE / YE ZHIRUI et al. | Europäisches Patentamt | 2023

    Freier Zugriff

    Self-adaptive intelligent pedestrian crossing traffic light system

    YU LAN / LUO ZHONGLI | Europäisches Patentamt | 2022

    Freier Zugriff