A technique allows generation of an estimator that can estimate a target person's state more accurately. An estimator generation apparatus includes a first estimator and a second estimator sharing a common encoder. The first estimator is trained to determine a target person's state from face image data. The second estimator is trained to reconstruct physiological data from face image data. The machine learning allows the common encoder to have its parameters converging toward higher-accuracy local solutions for estimating the target person's state, thus generating the estimator that can estimate the target person's state more accurately.


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    Title :

    ESTIMATOR GENERATION DEVICE, MONITORING DEVICE, ESTIMATOR GENERATION METHOD, ESTIMATOR GENERATION PROGRAM


    Additional title:

    SCHÄTZFUNKTIONSZEUGUNGSVORRICHTUNG, ÜBERWACHUNGSVORRICHTUNG, SCHÄTZFUNKTIONSERZEUGUNGSVERFAHREN, SCHÄTZFUNKTIONSERZEUGUNGSPROGRAM
    DISPOSITIF DE GÉNÉRATION D'ESTIMATEUR, DISPOSITIF DE SURVEILLANCE, PROCÉDÉ DE GÉNÉRATION D'ESTIMATEUR, PROGRAMME DE GÉNÉRATION D'ESTIMATEUR


    Contributors:

    Publication date :

    2024-01-24


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06V / 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





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