Since 2012, in a case-study in Bucaramanga-Colombia, 179 pedestrians died in car accidents, and another 2873 pedestrians were injured. Each day, at least one passerby is involved in a tragedy. Knowing the causes to decrease accidents is crucial, and using system-dynamics to reproduce the collisions’ events is critical to prevent further accidents. This work implements simulations to save lives by reducing the city’s accidental rate and suggesting new safety policies to implement. Simulation’s inputs are video recordings in some areas of the city. Deep Learning analysis of the images results in the segmentation of the different objects in the scene, and an interaction model identifies the primary reasons which prevail in the pedestrians or vehicles’ behaviours. The first and most efficient safety policy to implement - validated by our simulations - would be to build speed bumps in specific places before the crossings reducing the accident rate by 80%.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Datacentric Analysis to Reduce Pedestrians Accidents: A Case Study in Colombia


    Weitere Titelangaben:

    Lect. Notes in Networks, Syst.


    Beteiligte:

    Kongress:

    Sustainable Smart Cities and Territories International Conference ; 2021 ; Doha, Qatar April 27, 2021 - April 29, 2021



    Erscheinungsdatum :

    2021-07-31


    Format / Umfang :

    12 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch






    Accidents involving motorcycles and pedestrians in Portugal

    Dias, J. P. | ELBA - Bundesanstalt für Straßenwesen (BASt) | 2012

    Freier Zugriff

    Single Accidents Among Pedestrians and Cyclists in Sweden

    Oeberg, G. / Permanent International Association of Road Congress | British Library Conference Proceedings | 1998


    Analysis of injuries sustained by pedestrians in urban traffic accidents

    Dedoyan,A.J. / Petit,P. / Perfus,J.P. et al. | Kraftfahrwesen | 1983