Traffic is one major problem in metropolitan cities and capital cities of all the states. As more people moving to the cities, the number of vehicles on the road is increasing rapidly. The traffic signals controlled by the traffic police manually have not proved to be efficient. Also the static predefined set time for traffic signals at all conditions whether the traffic density is heavy or low has not solved this problem. One solution for this problem is to develop a smart traffic management system which works by calculating the density of the vehicles on the road using real time video processing technique. We have used Mixture of Gaussian (MoG) algorithm for background subtraction technique and foreground detection, then generated capacity maps using which we found the density of traffic at that particular instant. The traffic lights at junctions are controlled dynamically based on the traffic density detected from the video feeds.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Real-Time Area-Based Traffic Density Calculation Using Image Processing for Smart Traffic System


    Weitere Titelangaben:

    Smart Innovation, Systems and Technologies


    Beteiligte:
    Satapathy, Suresh Chandra (Herausgeber:in) / Bhateja, Vikrant (Herausgeber:in) / Favorskaya, Margarita N. (Herausgeber:in) / Adilakshmi, T. (Herausgeber:in) / Rakesh, S. (Autor:in) / Hegde, Nagaratna P. (Autor:in)


    Erscheinungsdatum :

    08.07.2021


    Format / Umfang :

    10 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch





    IoT based Smart Traffic density Control using Image Processing

    Frank, Anilloy / Khamis Al Aamri, Yasser Salim / Zayegh, Amer | IEEE | 2019


    Density Control Smart Traffic Signal Using Image Processing

    Umair, Muhammad / Nadeem, Hanzala / Mir, Junaid | IEEE | 2024


    REAL-TIME TRAFFIC MANAGEMENT USING SMART TRAFFIC SIGNALS

    CHOPADE VISHAL G / DAOUD MOHAMED / HEIKAL HANY A | Europäisches Patentamt | 2025

    Freier Zugriff

    Density Based Smart Traffic System with Real Time Data Analysis Using IoT

    Nafea, Harsha. J / Jacob, Sheena Mariam / Nair, Nikhil et al. | IEEE | 2018