A method is disclosed for evaluating a classifier used to determine a traffic light signal state in images. The method includes, by a computer vision system of a vehicle, receiving at least one image of a traffic signal device of an imminent intersection. The traffic signal device includes a traffic signal face including one or more traffic signal elements. The method includes classifying, by a traffic light classifier (TLC), a classification state of the traffic signal face using labeled images correlated to the received at least one image. The classification state controls an operation of the vehicle at the intersection. The method includes evaluating a performance of the classifying of the classification state generated by the TLC. The evaluation is a label-free performance evaluation based on unlabeled images. The method includes training the TLC based on the evaluated performance.


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    Titel :

    LABEL-FREE PERFORMANCE EVALUATOR FOR TRAFFIC LIGHT CLASSIFIER SYSTEM


    Beteiligte:
    HOTSON GUY (Autor:in) / KWANT RICHARD L (Autor:in) / BROWNING BRETT (Autor:in) / RAMANAN DEVA (Autor:in)

    Erscheinungsdatum :

    16.12.2021


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G06K Erkennen von Daten , RECOGNITION OF DATA / 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 / H04N PICTORIAL COMMUNICATION, e.g. TELEVISION , Bildübertragung, z.B. Fernsehen



    Label-free performance evaluator for traffic light classifier system

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    Freier Zugriff

    LABEL-FREE PERFORMANCE EVALUATOR FOR TRAFFIC LIGHT CLASSIFIER SYSTEM

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    Freier Zugriff

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