Abstract The need to accurately estimate the speed of road vehicles is becoming increasingly important for at least two main reasons. First, the number of speed cameras installed worldwide has been growing in recent years, as the introduction and enforcement of appropriate speed limits are considered one of the most effective means to increase the road safety. Second, traffic monitoring and forecasting in road networks plays a fundamental role to enhance traffic, emissions and energy consumption in smart cities, being the speed of the vehicles one of the most relevant parameters of the traffic state. Among the technologies available for the accurate detection of vehicle speed, the use of vision‐based systems brings great challenges to be solved, but also great potential advantages, such as the drastic reduction of costs due to the absence of expensive range sensors, and the possibility of identifying vehicles accurately. This paper provides a review of vision‐based vehicle speed estimation. The terminology and the application domains are described and a complete taxonomy of a large selection of works that categorizes all stages involved is proposed. An overview of performance evaluation metrics and available datasets is provided. Finally, current limitations and future directions are discussed.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Vision‐based vehicle speed estimation: A survey




    Erscheinungsdatum :

    2021




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Unbekannt




    Vision‐based vehicle speed estimation: A survey

    Fernández Llorca, David / Hernández Martínez, Antonio / García Daza, Iván | Wiley | 2021

    Freier Zugriff

    A Vision-Based Pipeline for Vehicle Counting, Speed Estimation, and Classification

    Liu, Chenghuan / Huynh, Du Q. / Sun, Yuchao et al. | IEEE | 2021


    Stereo vision-based vehicle speed measurement method

    KIM YOUNG KOOK / KIM DONG SUK / LEE HWA YOUNG | Europäisches Patentamt | 2021

    Freier Zugriff

    High Speed Vehicle Guidance Based on Vision

    Jurie, F. / Rives, P. / Gallice, J. et al. | British Library Conference Proceedings | 1993


    Vision based speed breaker detection for autonomous vehicle

    C.S., Arvind / Mishra, Ritesh / Vishal, Kumar et al. | SPIE | 2018