An artificial neural network-based projection information recognition apparatus for a vehicle is capable of learning information (projection information) projected on a road surface by a neighboring vehicle based on an artificial neural network and also recognizing information projected on a region of interest (ROI) determined based on a driving direction of the vehicle. The apparatus includes: an object detecting device to detect an object in an image based on a first Convolution Neural Network (CNN), a projection information classifying device to classify projection information located on a road surface among objects detected by the object detecting device, and a controller that recognizes the projection information located in a Region Of Interest (ROI).


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    Titel :

    Artificial neural network-based projection information recognition apparatus and method thereof


    Beteiligte:
    KIM YOUNG HYUN (Autor:in)

    Erscheinungsdatum :

    2021-08-31


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen / G06K Erkennen von Daten , RECOGNITION OF DATA / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS






    Characteristic recognition system with artificial neural network [2897-525]

    Shang, S. / Liu, J. / Zhang, Y. et al. | British Library Conference Proceedings | 1996


    ARTIFICIAL NEURAL NETWORK

    ASLANDERE TURGAY ISIK | Europäisches Patentamt | 2022

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