In this work, we review recent works comprising an emerging field of intelligent transportation: behavior analysis of vehicles. The ITS community has approached this topic both from vehicle-based and infrastructure-based sensing. In both cases, motion is the key indicator required for behavioral characterization, with accurate long-term prediction being the ultimate goal. However, the popular methods for behavior characterization differ between the sensing methodologies. Vehicle-based sensing tends to focus on spatio-temporal measurements coupled with various features for accurate estimation of object state. In contrast, infrastructure-sensing tends to avoid attempting high resolution estimation of vehicle state and prefers to utilize patterns learned in aggregate for constrained estimation. This review focuses on vision-based sensing and provides highlights of state-of-the art methods used in surveillance, and on-road vision modalities. We provide discussion and comment on future directions in the field.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Observing on-road vehicle behavior: Issues, approaches, and perspectives


    Beteiligte:


    Erscheinungsdatum :

    01.10.2013


    Format / Umfang :

    201782 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    ENVIRONMENTAL STATE DETECTION BY OBSERVING ROAD VEHICLE BEHAVIORS

    SALEHI RASOUL / SARAF OFER / LIN WEN-CHIAO | Europäisches Patentamt | 2023

    Freier Zugriff

    ROAD OBSERVATION APPARATUS AND METHOD FOR OBSERVING ROAD

    NEMOTO MASAYUKI | Europäisches Patentamt | 2024

    Freier Zugriff

    Road Maintenance in Africa: Approaches and Perspectives

    M Mostafa Hassan | DOAJ | 2018

    Freier Zugriff

    Observing the Inner Heliosphere from New Perspectives

    Davila, J.M. | Online Contents | 1998


    Observing the Inner Heliosphere from New Perspectives

    Davila, J. M. / International Council of Scientific Unions | British Library Conference Proceedings | 1998