This paper presents a study on a stand-alone image tracking system for automatic traffic monitoring. The proposed image tracker consists of three parts: an edge detection module, an image tracking module and a traffic monitoring module. The edge-detection module is a special designed circuit board, which features fast CCD image processing and feature extraction. Frame rate (60 Hz) edge detection of an image with resolution of 320x240 pixels is obtained on-board. The image tracking module performs the vehicle tracking in real time. Adopting active contour models and Kalman filtering techniques, we successfully achieved real-time image tracking of multi-lane moving vehicles. The traffic-monitoring module determines the traffic information from the tracked locations of vehicles. The current system provides three types of traffic information: the velocity of multi-lane vehicles, the number of vehicles and car accident detection. Experimental results are presented to demonstrate the real-time tracking of vehicles on an urban artery.


    Zugriff

    Zugriff über TIB

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Traffic monitoring based on real-time image tracking


    Beteiligte:
    Lin, Ching-Po (Autor:in) / Tai, Jen-Chao (Autor:in) / Song, Kai-Tai (Autor:in)


    Erscheinungsdatum :

    2003


    Format / Umfang :

    6 Seiten, 12 Quellen




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Print


    Sprache :

    Englisch




    Real-time image tracking for traffic monitoring

    Shung-Tsang Tseng, / Kai-Tai Song, | IEEE | 2002


    REAL-TIME IMAGE TRACKING FOR TRAFFIC MONITORING

    Tseng, S.-T. / Song, K. T. / IEEE | British Library Conference Proceedings | 2002


    Real-time image tracking for automatic traffic monitoring and enforcement applications

    Tai, J. C. / Tseng, S. T. / Lin, C. P. et al. | British Library Online Contents | 2004


    VISION BASED REAL TIME TRAFFIC MONITORING

    KANHERE NEERAJ KRANTIVEER / BIRCHFIELD STANLEY T / SARASUA WAYNE A | Europäisches Patentamt | 2020

    Freier Zugriff

    Real-time traffic monitoring

    Ferrier, N.J. / Rowe, S.M. / Blake, A. | IEEE | 1994