We present a unified system for vehicle tracking and classification which has been developed with a data-driven approach on real-world data. The main purpose of the system is the tracking of the vehicles to understand lane changes, gates transits and other behaviors useful for traffic analysis. The discrimination of the vehicles into two classes (cars vs. trucks) is also required for electronic truck-tolling. Both tracking and classification are performed online by a system made up of two components (tracker and classifier) plus a controller which automatically adapts the configuration of the system to the observed conditions. Experiments show that the proposed system outperforms the state-of-the-art algorithms on the considered data.


    Access

    Download


    Export, share and cite



    Title :

    An integrated system for vehicle tracking and classification



    Publication date :

    2015-01-01



    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    English



    Classification :

    DDC:    629



    Integrated Vehicle Classification System

    Ferreira, P.M.C. / Jorge, P. / Marques, G. et al. | British Library Conference Proceedings | 2011


    Integrated multi-object tracking and classification for vehicle environment perception

    Nageswaran, Ganesh / Technische Universität Kaiserslautern | TIBKAT | 2018



    Automatic Vehicle Classification and Speed Tracking

    Mostafa, Mahin / Sadi, Sami / Anamika, Sadiya Afrose et al. | IEEE | 2023


    Spatiotemporal Vehicle Tracking, Counting and Classification

    Ramanathan, Abirami / Chen, Min | IEEE | 2017