Vehicular in-cabin facial tracking is performed using machine learning. In-cabin sensor data of a vehicle interior is collected. The in-cabin sensor data includes images of the vehicle interior. A set of seating locations for the vehicle interior is determined. The set is based on the images. The set of seating locations is scanned for performing facial detection for each of the seating locations using a facial detection model. A view of a detected face is manipulated. The manipulation is based on a geometry of the vehicle interior. Cognitive state data of the detected face is analyzed. The cognitive state data analysis is based on additional images of the detected face. The cognitive state data analysis uses the view that was manipulated. The cognitive state data analysis is promoted to a using application. The using application provides vehicle manipulation information to the vehicle. The manipulation information is for an autonomous vehicle.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Vehicular in-cabin facial tracking using machine learning



    Erscheinungsdatum :

    19.03.2024


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G06V / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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 / G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL



    VEHICULAR IN-CABIN FACIAL TRACKING USING MACHINE LEARNING

    SENECHAL THIBAUD / EL KALIOUBY RANA / TURCOT PANU JAMES et al. | Europäisches Patentamt | 2021

    Freier Zugriff

    VEHICULAR CABIN STRUCTURE

    MATSUMOTO YASUAKI / YAMADA YOSUKE / SHIMADA KAZUNARI et al. | Europäisches Patentamt | 2018

    Freier Zugriff

    VEHICULAR CABIN STRUCTURE

    NARA MASAKI / NAGATA TAKASHI / WAKU TAKASHI | Europäisches Patentamt | 2016

    Freier Zugriff

    VEHICULAR CABIN STRUCTURE

    IWAO NORIFUMI / SEKINE SEIJI / HAMANAGA DAIKI et al. | Europäisches Patentamt | 2019

    Freier Zugriff

    Vehicular cabin monitoring system

    CARON STEPHEN J / RAFRAFI WASSIM | Europäisches Patentamt | 2023

    Freier Zugriff