We present an overview of image processing and analysis tools used in these applications and we relate these tools with complete systems developed for specific traffic applications. More specifically, we categorize processing methods based on the intrinsic organization of their input data (feature-driven, area-driven, or model-based) and the domain of processing (spatial/frame or temporal/video). Furthermore, we discriminate between the cases of static and mobile camera. Based on this categorization of processing tools, we present representative systems that have been deployed for operation. Thus, the purpose of the paper is threefold. First, to classify image-processing methods used in traffic applications. Second, to provide the advantages and disadvantages of these algorithms. Third, from this integrated consideration, to attempt an evaluation of shortcomings and general needs in this field of active research.


    Access

    Access via TIB

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    A survey of video processing techniques for traffic applications


    Contributors:

    Published in:

    Image and Vision Computing ; 21 , 4 ; 359-381


    Publication date :

    2003


    Size :

    23 Seiten, 128 Quellen




    Type of media :

    Article (Journal)


    Type of material :

    Print


    Language :

    English




    A survey of video processing techniques for traffic applications

    Kastrinaki, V. / Zervakis, M. / Kalaitzakis, K. | British Library Online Contents | 2003


    Video processing techniques for traffic flow monitoring: A survey

    Bin Tian, / Qingming Yao, / Yuan Gu, et al. | IEEE | 2011


    Video processing techniques for traffic information acquisition using uncontrolled video streams

    Loureiro, Pedro F. Q. / Rossetti, Rosaldo J. F. / Braga, Rodrigo A. M. | IEEE | 2009


    Video-based traffic volume survey method

    KIM PYONG KUN / KANG MI SEON / KIM KWANG JU et al. | European Patent Office | 2021

    Free access

    Applications of video image processing for traffic control systems

    Ashworth, R. / Darkin, C.G. / Dickinson, K.W. et al. | Tema Archive | 1986