The live availability of parking spots is a key enabler of a variety of intelligent parking solutions. A body of research has explored the possibility of using connected vehicles as mobile sensors to measure parking availability. It removes the need for dedicated roadway sensors, achieving wide sensing coverage in a cost-efficient manner. However, the existing crowd-sourcing solutions typically rely on on-board ranging sensors such as radars, lidars and/or sonars to measure locations of the surrounding parked vehicles. In order to lower the barrier for connected vehicles to participate in the crowd-sourced parking availability sensing, this paper investigates a range-free approach to identifying spot-level parking availability. We employ a monocular RGB camera installed in a vehicle and a computer vision-based object tracking mechanism to perceive the surrounding parked vehicles. Analyzing the time series of object tracking results and matching them with a digital map of a parking facility, the system identifies availability of each spot without requiring depth information. The simulation results show that the proposed range-free parking availability sensing system can detect spot-level parking availability with the average accuracy of 83%.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Monitoring Live Parking Availability by Vision-based Vehicular Crowdsensing


    Beteiligte:


    Erscheinungsdatum :

    2020-12-01


    Format / Umfang :

    3709549 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Dynamic parking maps from vehicular crowdsensing

    Bock, Fabian / Gottfried Wilhelm Leibniz Universität Hannover | TIBKAT | 2018


    Dynamic parking maps from vehicular crowdsensing

    Bock, Fabian / Gottfried Wilhelm Leibniz Universität Hannover | GWLB - Gottfried Wilhelm Leibniz Bibliothek | 2018


    Large Scale Active Vehicular Crowdsensing

    Zhu, Xiru / Samadh, Shabir Abdul / Yu, Tzu-Yang | IEEE | 2018


    Vehicular collaboration for vehicular parking area availability detection

    ASTIGARRAGA TARA / GOLDBERG ITZHACK / HUTZLER RICHARD et al. | Europäisches Patentamt | 2019

    Freier Zugriff

    VEHICULAR COLLABORATION FOR VEHICULAR PARKING AREA AVAILABILITY DETECTION

    ASTIGARRAGA TARA / GOLDBERG ITZHACK / HUTZLER RICHARD et al. | Europäisches Patentamt | 2018

    Freier Zugriff