Vehicle detection and tracking are the foundations of traffic violation punishment. The current methods have more parameters to be adjusted and can not adapt to the complex traffic scenes. For the purpose of practice application, we propose an illegal parking detection algorithm based on vehicle tracking theory. In order to filter the dynamic interferences such as vehicles parking for a long time, moving vehicles overlapping, and the vehicle losing momentarily from the video, a Gaussian mixture model is combined with the correlations among adjacent pixels to update background and eliminate noises. In allusion to complex traffic scenes, a fast multi-object tracking algorithm is presented to track occluded vehicles effectively. This method predicts vehicle trajectory by Kalman filter and achieves real-time object tracking state judgment by using the feature matching matrix. The experimental results show that this method can track multiple moving vehicles effectively and has high detection precision for illegal parking incidents.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Multi-Vehicle Tracking Based Traffic Illegal Parking Detection



    Erschienen in:

    Advanced Materials Research ; 532-533 ; 540-545


    Erscheinungsdatum :

    14.06.2012


    Format / Umfang :

    6 pages




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Multi-Vehicle Tracking Based Traffic Illegal Parking Detection

    Wang, Jian / Chen, Feng | Tema Archiv | 2012


    Intelligent traffic illegal parking snapshot device

    ZHANG XUAN | Europäisches Patentamt | 2020

    Freier Zugriff

    Artificial intelligence vehicle illegal parking detection method

    CHEN ZHI | Europäisches Patentamt | 2021

    Freier Zugriff

    Illegal parking vehicle detection method and device

    LIN JUN / WANG YAYUN | Europäisches Patentamt | 2021

    Freier Zugriff

    Traffic illegal parking snapshot automatic processing system

    YANG PAN / HAO NENGBAO / ZHANG XIAOHUA et al. | Europäisches Patentamt | 2020

    Freier Zugriff