Traffic conditions on the highway at this time has started to be crowded. To find out if there is traffic jam or can not be seen by counting the number of vehicles passing through the area. However, it is impossible for security forces to count the number of vehicles manually. This requires a method that can be used and is calculated from the number of vehicles. In this study, the running average background substraction method and morphological operations were used to detect vehicles and use the center of the object (centroid) to calculate the number of vehicles. The sample used is a traffic video in the Bekasi area. From the research results, there were 37 vehicles detected in real conditions and stated as vehicles in the application and there were 7 vehicles detected in real conditions but not stated in the application. The next stage is an evaluation by calculating the value of precision, recall and accuracy. In this study, the precision value obtained was 84.09%, the recall value was 94.87% and the accuracy rate was 80.43%.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Pendeteksian Kendaraan dengan Menggunakan Metode Running Average Background Substraction dan Morfologi Citra


    Beteiligte:

    Erscheinungsdatum :

    20.10.2020


    Anmerkungen:

    doi:10.30865/mib.v4i4.2315
    JURNAL MEDIA INFORMATIKA BUDIDARMA; Vol 4, No 4 (2020): Oktober 2020; 979-985 ; 2548-8368 ; 2614-5278 ; 10.30865/mib.v4i4



    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Klassifikation :

    DDC:    629




    Penentuan Jumlah Kendaraan Transjogja Dengan Metode Simulasi

    Masrul Indrayana | DOAJ | 2010

    Freier Zugriff

    Pengenalan Plat Kendaraan Bermotor dengan Menggunakan Metode Template Matching dan Deep Belief Network

    Michael, Michael / Tanoto, Frenky / Wibowo, Eric et al. | BASE | 2019

    Freier Zugriff

    Sistem Monitoring Kendaraan Dinas Secara Real-Time Dengan Menggunakan Metode Geo-fence Berbasis Android

    Prima Dwiyana Nugraha / Derisma / Nefy Puteri Novani | DOAJ | 2020

    Freier Zugriff

    Penentuan Jumlah Kendaraan Transjogja Dengan Metode Simulasi

    Masrul Indrayana | DOAJ | 2010

    Freier Zugriff

    Penerapan Sistem Kecerdasan Buatan pada Otomatisasi Pendeteksian Plat Nomor Ganjil Genap Kendaraan

    Herdiansyah, Aditya Tri / Pratama, Arnold Agusti / Octavia, Indriyani et al. | BASE | 2021

    Freier Zugriff