According to one aspect, systems, methods, and/or techniques associated with operator take-over prediction may include receiving a two-channel series of images of an operating environment through which a vehicle is travelling. A first series of images may be represented by labels corresponding to classified objects. A second series of images may be represented as a gaze heatmap or an eye tracking heatmap. Additionally, feeding encoded series of images through a three-dimensional (3D) convolutional neural network (CNN) to produce a first output, receiving sets of information corresponding to a first series of images and a second series of images in time, feeding sets of information through processing layers to produce additional outputs, concatenating the first output and the additional outputs to produce a concatenation output, and feeding the concatenation output through additional processing layers to generate an operator take-over prediction may be performed.


    Access

    Download


    Export, share and cite



    Title :

    OPERATOR TAKE-OVER PREDICTION


    Contributors:
    QIU YUNING (author) / MISU TERUHISA (author) / AKASH KUMAR (author)

    Publication date :

    2023-04-06


    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 / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    Operator panels take all you've got

    British Library Online Contents | 2005


    Machines take over

    Redmond, B. | Tema Archive | 1983


    Take over steam lines

    Ellis, O.F. | Engineering Index Backfile | 1930


    Hand Over, Move Over, Take Over - What Automotive Developers Have to Consider Furthermore for Driver’s Take-Over

    Schäffer, Miriam / Pomiersky, Philipp / Remlinger, Wolfram | Springer Verlag | 2021