Techniques for top-down scene discrimination are discussed. A system receives scene data associated with an environment proximate a vehicle. The scene data is input to a convolutional neural network (CNN) discriminator trained using a generator and a classification of the output of the CNN discriminator. The CNN discriminator generates an indication of whether the scene data is a generated scene or a captured scene. If the scene data is data generated scene, the system generates a caution notification indicating that a current environmental situation is different from any previous situations. Additionally, the caution notification is communicated to at least one of a vehicle system or a remote vehicle monitoring system.


    Access

    Download


    Export, share and cite



    Title :

    Top-down scene discrimination


    Contributors:

    Publication date :

    2024-01-02


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06V



    TOP-DOWN SCENE DISCRIMINATION

    BAGSCHIK GERRIT / CREGO ANDREW SCOTT / GARIMELLA GOWTHAM et al. | European Patent Office | 2022

    Free access

    TOP-DOWN SCENE GENERATION

    BAGSCHIK GERRIT / CREGO ANDREW SCOTT / GARIMELLA GOWTHAM et al. | European Patent Office | 2022

    Free access

    Top-down scene prediction based on object motion

    MORALES MORALES ANGEL GUADALUPE / KOBILAROV MARIN / GARIMELLA GIANNI et al. | European Patent Office | 2022

    Free access

    Top-down scene prediction based on motion data

    GARIMELLA GIANNI / KOBILAROV MARIN / MORALES MORALES ANGEL GUADALUPE et al. | European Patent Office | 2022

    Free access