search-head

Sie sind hier: Homepage >  Suche

    German Traffic Sign Recognition Using Convolutional Neural Network

    German Traffic Sign Recognition Using Convolutional Neural Network


    Traffic signs provide the necessary information and warn of possible dangers. Traffic sign recognition plays a crucial role in helping drivers understand signposts, obey traffic rules and develop automated driving systems. This research work has developed a convolutional neural network (CNN) model to classify the traffic signs displayed in the image into different categories, such as speed limits, prohibitions, left or right turns, child crossings, overtaking heavy vehicles, etc. The proposed system can recognize and classify 43 types of signs. The proposed model has achieved an accuracy of 98.81% on test data.

    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €

    Exportieren, teilen und zitieren

    Dokumentinformationen

    Titel :

    German Traffic Sign Recognition Using Convolutional Neural Network

    Beteiligte:
    Santosh, G V S Sree (Autor:in) / Kumar, G Chaitanya (Autor:in) / Sandeep, G (Autor:in) / Kumar, G A E Satish (Autor:in)
    Erschienen in:

    2022 6th International Conference on Electronics, Communication and Aerospace Technology ; 1298-1301

    Erscheinungsdatum :

    2022-12-01

    Format / Umfang :

    701527 byte

    ISBN :

    978-1-6654-8271-4 , 978-1-6654-8270-7

    DOI :

    https://doi.org/10.1109/ICECA55336.2022.10009588

    Medientyp :

    Aufsatz (Konferenz)

    Format :

    Elektronische Ressource

    Sprache :

    Englisch

    Ähnliche Titel

    Traffic sign recognition using weighted multi-convolutional neural network

    Natarajan, Sudha / Annamraju, Abhishek Kumar / Baradkar, Chaitree Sham | IET | 2018

    Freier Zugriff

    Traffic sign recognition using weighted multi‐convolutional neural network

    Natarajan, Sudha / Annamraju, Abhishek Kumar / Baradkar, Chaitree Sham | Wiley | 2018

    Freier Zugriff

    Traffic Sign Recognition Using a Multi-Task Convolutional Neural Network

    Luo, Hengliang / Yang, Yi / Tong, Bei et al. | IEEE | 2018

    Construction and research of German traffic sign recognition algorithm based on convolutional neural network

    Kejiao, Wang | IEEE | 2023

    Convolutional Neural Networks for Traffic Sign Recognition

    Wei, Zhonghua / Gu, Heng / Zhang, Ran et al. | TIBKAT | 2021

    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €

    Seitennavigation

    Dokumentinformationen

    Ähnliche Titel

    Exportieren, teilen und zitieren