In day to day lives, road safety has always been a major concern. A lot of road accidents occur in India. Many of them are fatal. Hence, in this paper, an automatic traffic sign recognition system is proposed which recognises the traffic signs and informs the same to the driver. Two cameras are installed on the vehicle, focussing on two sides of the road. The video feeds from both cameras are sent to the recognition system continuously. The system converts the videos into frames. The sign detected is matched with the database image using Normalized Cross Correlation technique. Two levels of parallelism are adopted to perform the operations in a faster manner. First level is at Frame conversion and Detection and second at the recognition stage. If the image is matched, then it is informed to the driver. The method used is orientation dependent. Hence, signs like turn right and turn left are not confused with each other. Also, the reduction in execution time obtained by parallelism provides drivers more time to respond to the signs.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Automatic traffic sign recognition system using fast normalized cross correlation and parallel processing


    Beteiligte:
    Sridevi, M. (Autor:in) / Sankaranarayanan, N. (Autor:in) / Jyothish, Ankit (Autor:in) / Vats, Aditya (Autor:in) / Lalwani, Milind (Autor:in)


    Erscheinungsdatum :

    01.12.2017


    Format / Umfang :

    597194 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Automatic video processing for traffic sign recognition

    Allasia, W. / Culeddu, C. / Gallo, F. et al. | Tema Archiv | 2009


    Traffic Sign Recognition for Automatic Vehicles

    P, Sneha / N, Nagarathna | IEEE | 2024


    Automatic colored traffic sign detection using optoelectronic correlation architectures

    Joshi, Madhusudan / Singh, Mohan Jeet / Dalela, Saurabh | IEEE | 2008


    Efficient convNets for fast traffic sign recognition

    Luo, Xiaoping / Zhu, Jinhao / Yu, Qingying | IET | 2019

    Freier Zugriff

    Efficient convNets for fast traffic sign recognition

    Luo, Xiaoping / Zhu, Jinhao / Yu, Qingying | Wiley | 2019

    Freier Zugriff